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  • 1
    Language: English
    Dates of Publication: 2012 -
    DDC: 380
    Keywords: Zeitschrift ; Migration ; Minderheit
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  • 2
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Keywords: Graue Literatur
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  • 3
    Language: English
    Series Statement: OECD/G20 base erosion and profit shifting project
    Keywords: Steuerpolitik ; Konfliktregelung ; Welt ; OECD-Staaten ; Amtsdruckschrift ; Graue Literatur
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  • 4
    Language: English
    Dates of Publication: 2012 -
    DDC: 380
    Keywords: Zeitschrift ; Migration ; Minderheit
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328372283
    Language: English , Polish
    Pages: 1 online resource (184 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Autorka Liz Rice, wiceprezydent działu Open Source Engineering w firmie Aqua Security, pokazała, jak w systemie Linux zostały skonstruowane komponenty, na podstawie których są najczęściej tworzone kontenery. Dzięki tej książce zrozumiesz, co się dzieje podczas wdrażania kontenerów i poznasz potencjalne niebezpieczeństwa zagrażające Twoim wdrożeniom. Jeżeli za pomocą poleceń kubectrl lub docker uruchamiasz aplikacje w kontenerach i używasz poleceń powłoki systemu Linux, takich jak ps i grep, masz wiedzę wystarczającą do rozpoczęcia lektury.
    Note: Online resource; Title from title page (viewed February 10, 2025) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328362055
    Language: English , Polish
    Pages: 1 online resource (528 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ta książka jest podręcznikiem dla praktyków. Zawiera zbiór narzędzi, katalog metod, przewodnik ułatwiający pracę, mnóstwo przykładów i studiów przypadku. Znalazły się tutaj również jasne wskazówki dotyczące przeprowadzania procesu projektowania usług. Opisano, jak łatwo doprowadzić środowiska biznesowe i specjalistów od projektowania do współpracy. Po ogólniejszym omówieniu procesu ustanawiania i realizowania inicjatyw w zakresie projektowania usług zaprezentowano także szczegóły facylitacji przedsięwzięcia i kształtowania jego otoczenia. Wiele spośród uwzględnionych w tekście metod i narzędzi zostało już dobrze opisanych. Tutaj natomiast, poza ich prezentacją, dodano szereg wskazówek i porad najlepszych ekspertów w dziedzinie projektowania usług. W ten sposób umożliwiono powiązanie doświadczenia z działalnością operacyjną i sukcesem biznesowym oraz budowaniem kultury klientocentryzmu.
    Note: Online resource; Title from title page (viewed November 25, 2024) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328371149
    Language: English , Polish
    Pages: 1 online resource (320 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ta książka jest przeznaczona dla średnio zaawansowanych i początkujących programistów, którzy chcą poznać narzędzia ułatwiające tworzenie różnych aplikacji w JavaScripcie. Przedstawiono tu kompletne instrumentarium, dzięki któremu można tworzyć kod aplikacji w stylu CRUD działającej na każdej platformie. Opisano, w jaki sposób należy przygotować sobie środowisko programistyczne do pracy, omówiono sposób tworzenia API za pomocą Node i Express, bazy danych MongoDB oraz serwera Apollo. Sporo miejsca poświęcono tworzeniu interfejsów użytkownika niezależnych od platformy za pomocą różnych narzędzi. Poszczególne zagadnienia zilustrowano praktycznymi przykładami działającego kodu. Dzięki tej publikacji nawet początkujący programista zacznie szybko podejmować świadome decyzje technologiczne.
    Note: Online resource; Title from title page (viewed November 4, 2024) , Mode of access: World Wide Web.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328364813
    Language: English , Polish
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Przedsiębiorstwa z branży technologicznej ciągle mierzą się z silną konkurencją. Nietrudno zrozumieć, co stanowi o przewadze firmy niezależnie od branży czy wielkości. Wygrywanie wymaga utrzymywania przewagi konkurencyjnej, jaką jest zdolność określania, wdrażania i osiągania poziomów wydajności nieosiągalnych dla konkurencji. Najczęściej przewaga konkurencyjna ma dwa źródła. Pierwszym jest dostarczanie funkcjonalnych rozwiązań, które dają radość użytkownikom. Drugim — wykorzystywanie właściwych danych do wdrażania odpowiedniej strategii, która wciąż podlega optymalizacji. Zastosowanie w tych działaniach rozwiązań z dziedziny sztucznej inteligencji znacznie przyczynia się do sukcesu firmy.
    Note: Online resource; Title from title page (viewed July 22, 2024) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328365582
    Language: English , Polish
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Z tego zwięzłego przewodnika po technikach uczenia maszynowego opartego na strukturalnych danych skorzystają programiści, badacze, osoby zajmujące się nauką o danych oraz twórcy systemów sztucznej inteligencji. Znalazł się tu wyczerpujący opis procesu uczenia maszynowego i klasyfikacji danych strukturalnych. Przedstawiono też metody klastrowania danych, analizy regresji, redukcji wymiarowości oraz inne ważne zagadnienia. Prezentowane treści zostały zilustrowane uwagami, tabelami i przykładami kodu. Nie zabrakło opisu przydatnych bibliotek, niezwykle użytecznych w pracy analityka danych. W efekcie książka pozwala na szybkie rozwiązywanie różnego rodzaju problemów związanych z przetwarzaniem danych strukturalnych.
    Note: Online resource; Title from title page (viewed June 17, 2024) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328363830
    Language: English , Polish
    Pages: 1 online resource (264 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Frameworki bardzo ułatwiają życie programistom. Pozwalają na szybkie tworzenie nawet rozbudowanych aplikacji, ale praca z frameworkiem najczęściej oznacza duże ograniczenia w doborze technologii. Wszystko jest w porządku, dopóki deweloper stosuje dokładnie te rozwiązania, które zaplanowali twórcy frameworka. Jeśli jednak zechce użyć innej bazy danych albo wykorzystać własną, autorską metodę uwierzytelniania użytkowników, może napotkać różne nieprzewidziane problemy. Szczęśliwie nie wszystkie mikrośrodowiska zachowują się w ten sposób. Framework napisany w Pythonie Flask, w odróżnieniu od typowych frameworków, umożliwia swobodne dobieranie technologii i komponentów aplikacji, a nawet tworzenie własnych rozwiązań. Oznacza to, że Flask pozwoli Ci zachować pełną kontrolę nad budowanym oprogramowaniem!
    Note: Online resource; Title from title page (viewed March 11, 2024) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328364035
    Language: English , Polish
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Kubernetes jest platformą do orkiestracji kontenerów. Projekt ten należy dziś do najpopularniejszych i najbogatszych narzędzi w swojej klasie, stanowi także podstawę dla wielu innych platform, znanych jako systemy typu PaaS. Dzięki nim Kubernetes zyskał możliwość tworzenia aplikacji, jednak tego rodzaju narzędzia wymagają od programistów i architektów zastosowania odpowiednich wzorców projektowych. Opisują one schematy rozwiązywania problemów na różnych poziomach dokładności, a tym samym umożliwiają efektywne projektowanie i implementację nowoczesnych, elastycznych natywnych aplikacji chmurowych w Kubernetesie.
    Note: Online resource; Title from title page (viewed May 12, 2024) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328367210
    Language: English , Polish
    Pages: 1 online resource (432 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Ta książka jest szerokim, aktualnym i praktycznym przeglądem metod analizy szeregów czasowych, w którym ujęto pełny potok przetwarzania danych czasowych i modelowania. Zaprezentowano w niej rzeczywiste przypadki użycia tych metod i zilustrowano je obszernymi fragmentami znakomicie zaprojektowanego kodu w językach R i Python. Znalazły się tutaj praktyczne wskazówki ułatwiające rozwiązywanie najczęstszych problemów występujących w inżynierii danych czasowych i ich analizie. Ujęto tu zarówno konwencjonalne metody statystyczne, jak i nowoczesne techniki uczenia maszynowego. To bardzo przydatny przewodnik, dzięki któremu analitycy danych, inżynierowie oprogramowania i naukowcy będą mogli płynnie przejść od podstaw pracy z szeregami czasowymi do rozwiązywania konkretnych zagadnień na profesjonalnym poziomie.
    Note: Online resource; Title from title page (viewed September 23, 2024) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328361508
    Language: English , Polish
    Pages: 1 online resource (1496 pages)
    Edition: 5th edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: To kompleksowy podręcznik do nauki programowania w Pythonie. Jego piąte wydanie zostało gruntownie zaktualizowane i rozbudowane o dodatkowe treści. Omówiono tu najnowsze wersje Pythona w liniach 3.X i 2.X, czyli 3.3 i 2.7, i dodano opisy nowych lub rozszerzonych mechanizmów, takich jak obsługa formatu JSON, moduł timeit, pakiet PyPy, metoda os.popen, generatory, rekurencje, słabe referencje, atrybuty i metody __mro__, __iter__, super, __slots__, metaklasy, deskryptory, funkcja random, pakiet Sphinx i wiele innych. W książce znalazło się mnóstwo ćwiczeń, quizów, pomocnych ilustracji oraz przykładów kodu. Jest to kompendium dla każdego, kto chce szybko zacząć programować w Pythonie i tworzyć wydajny kod o wysokiej jakości.
    Note: Online resource; Title from title page (viewed August 5, 2024) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328364059
    Language: English , Polish
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: To książka przeznaczona dla programistów, którzy chcą maksymalnie wykorzystać możliwości Kubernetesa, również poprzez pisanie własnych zasobów. W praktyczny sposób pokazuje, jak rozwijać natywne, działające w chmurze aplikacje dla Kubernetesa. Wyjaśnia, w jaki sposób działa biblioteka API client-go i jak należy budować zasoby niestandardowe. Znalazło się tu obszerne i szczegółowe omówienie interfejsu programowania i działania platformy Kubernetes, a także pisania stabilnego oprogramowania w języku Go. Nie zabrakło szeregu wskazówek dotyczących samego pisania kodu oraz przeprowadzania testów. Dużo uwagi poświęcono niestandardowym zasobom, kontrolerom, webhookom i niestandardowym serwerom API oraz wzorcom rozszerzania Kubernetesa.
    Note: Online resource; Title from title page (viewed May 27, 2024) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    Paris : OECD Publishing
    In:  OECD Journal on Budgeting Vol. 23, no. 3 | volume:23 | year:2024 | number:3
    Language: English
    Pages: 1 Online-Ressource (16 p.)
    Titel der Quelle: OECD Journal on Budgeting
    Angaben zur Quelle: Vol. 23, no. 3
    Angaben zur Quelle: volume:23
    Angaben zur Quelle: year:2024
    Angaben zur Quelle: number:3
    Keywords: Economics ; Finance and Investment ; Governance
    Abstract: The growth of strategic budget initiatives – such as gender budgeting and green budgeting - has been a prominent trend in OECD countries. This is driven by a desire to use the budget to help deliver transformational change in relation to key policy priorities demanding a whole-of-government response. This paper outlines the emergence of strategic budget initiatives across OECD countries and offers some preliminary observations on how these initiatives are being designed and implemented.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328360020
    Language: English , Polish
    Pages: 1 online resource (768 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: To drugie wydanie bestsellerowego przewodnika po technikach uczenia maszynowego. Wystarczą minimalne umiejętności programistyczne, aby dzięki tej książce nauczyć się budowania i trenowania głębokiej sieci neuronowej. Zawarto tu minimum teorii, a proces nauki jest ułatwiony przez liczne przykłady i ćwiczenia. Wykorzystano gotowe rozwiązania i przedstawiono zasady pracy ze specjalistycznymi narzędziami, w tym z TensorFlow 2, najnowszą odsłoną modułu. W efekcie niepostrzeżenie przyswoisz niezbędny zasób pojęć i narzędzi służących do tworzenia systemów inteligentnych. Poznasz różnorodne techniki i zaczniesz samodzielnie ich używać. Po lekturze będziesz biegle posługiwać się najnowszymi technologiami sztucznej inteligencji!
    Note: Online resource; Title from title page (viewed August 5, 2024) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328368309
    Language: English , Polish
    Pages: 1 online resource (464 pages)
    Edition: 5th edition
    Keywords: Electronic books ; local
    Abstract: Dzięki tej książce dowiesz się, jak sobie z tym poradzić. Znalazło się w niej krótkie wprowadzenie do Pythona oraz do automatyzacji przetwarzania tekstu i obsługi systemu plików, a także do pisania własnych narzędzi wiersza poleceń. Zaprezentowano również przydatne narzędzia linuksowe, systemy zarządzania pakietami oraz systemy budowania, monitorowania i automatycznego testowania kodu. Zagadnienia te szczególnie zainteresują specjalistów DevOps. Ponadto zawarto tu podstawowe informacje o chmurze obliczeniowej, usługach IaC i systemach Kubernetes. Omówiono zasady uczenia maszynowego i inżynierii danych z perspektywy DevOps. Przedstawiono także kompletny przewodnik po procesach budowania, wdrażania oraz operacyjnego wykorzystywania modelu uczenia maszynowego z użyciem systemów Flask, sklearn, Docker i Kubernetes.
    Note: Online resource; Title from title page (viewed November 25, 2024) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari
    ISBN: 9788328367395
    Language: English , Polish
    Pages: 1 online resource (760 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ta książka została napisana z myślą o doświadczonych programistach. Podstawowe zagadnienia, takie jak klasy, polimorfizm i kolekcje, znalazły się w kilku pierwszych rozdziałach, jednak zrozumienie treści całej publikacji wymaga umiejętności technicznych. Została poświęcona ważnym koncepcjom C# i tajnikom tego języka, które rzadko kiedy są opisywane w literaturze. Dokładnie omówiono tu typy ogólne, LINQ oraz techniki programowania asynchronicznego. Przedstawiono najnowsze możliwości platformy .NET Core i języka C# 8.0, takie jak strumienie asynchroniczne, referencje akceptujące wartości puste, dopasowywanie wzorców, domyślne implementacje interfejsów, zakresy, a także nową składnię indeksowania oraz zmiany w narzędziach platformy .NET. Liczne rozbudowane przykłady stanowią świetne uzupełnienie prezentowanych treści.
    Note: Online resource; Title from title page (viewed November 3, 2024) , Mode of access: World Wide Web.
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  • 19
    ISBN: 9789264830257 , 9789264594883 , 9789264520448
    Language: English
    Pages: 1 Online-Ressource (105 p.) , 21 x 28cm.
    Parallel Title: Parallele Sprachausgabe Perspectives des politiques de l’investissement durable dans les pays de la communauté économique des états de l'Afrique de l'Ouest (CEDEAO)
    Keywords: Auslandsinvestition ; Nachhaltige Kapitalanlage ; ECOWAS-Staaten ; Finance and Investment
    Abstract: The Economic Community of Western African States (ECOWAS) offers a large and diverse market of over 400 million people and natural resource wealth, and yet it is not currently living up to its potential as a destination for international investment. Inflows of foreign direct investment (FDI) in the region have been declining over time, and have not always delivered on promoting sustainable development. This report serves as a baseline diagnostic to explore ways to reinvigorate the reform of the ECOWAS investment climate while also improving sustainable outcomes from investment. It also highlights areas where further collaboration between ECOWAS and the OECD could contribute to improved investment climates throughout the region. Building upon the OECD Policy Framework for Investment and the FDI Qualities Policy Toolkit, the report covers the national regulatory framework encapsulated in national investment laws and how this compares with initiatives at a regional level, investment promotion and facilitation, investment incentives, investment for green growth and responsible business conduct.
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  • 20
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (42 p.) , 21 x 28cm.
    Series Statement: OECD Regional Development Papers no.66
    Keywords: Urban, Rural and Regional Development ; Australia
    Abstract: This paper provides evidence on the impact of international migrants on regional innovation. The study combines administrative individual-level data covering all Australian residents with data on intellectual property rights applications such as patents, trademarks, and design rights. The analysis uses a standard shift-share instrument based on past migrant settlements to identify the causal effects of migration on innovation. Its four main findings are the following: First, on average, a one percentage point increase in the regional employment share of higher-educated migrants relative to total employment leads to a 4.8% rise in regional patent applications in the medium run (five years). Second, while migrants of all skill and education levels have a positive impact on patenting, those in scientific occupations have the largest effect. Third, regions with lower levels of patenting benefit relatively more from increases in migration compared to those with higher patenting levels. Fourth, there is no effect of migration on trademarks or design rights applications.
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  • 21
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (10 p.) , 21 x 28cm.
    Series Statement: OECD Education Spotlights no.9
    Keywords: Education
    Abstract: Research evidence in education serves as a compass, directing stakeholders towards informed choices that drive educational progress, enhance teaching methodologies, address inequities and support resource optimisation. Overcoming the challenges of harnessing research evidence in education by policy makers and practitioners involves fostering a culture of research engagement. This Education Spotlight draws on an international Policy Survey conducted with Ministries of Education from 37 education systems, and other evidence from the OECD’s Centre for Educational Research and Innovation publication Who Really Cares About Using Education Research in Policy and Practice? Developing a Culture of Research Engagement (OECD, 2023[1]) and beyond to explore the following questions: • Which systemic conditions, such as resources, infrastructures, and leadership, matter for the development (or transformation) of an organisational and system-level culture of research engagement? How do these conditions relate to one another? • How can these conditions be developed to best support education research engagement from the system level? This Spotlight reflects on the elements at the system level that are crucial for establishing such a culture for policy makers and practitioners. It does so with the understanding that complex systems require thinking strategically and employing systems approaches to knowledge mobilisation, alongside the more commonly used linear models of disseminating evidence or relational ones focusing on partnerships and networks.
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  • 22
    Language: English
    Pages: 1 Online-Ressource (86 p.) , 21 x 28cm.
    Series Statement: OECD Taxation Working Papers no.68
    Keywords: Unternehmensbesteuerung ; Multinationales Unternehmen ; Globale Mindeststeuer ; Welt ; Taxation
    Abstract: The paper assesses the impact of the global minimum tax (GMT) on the taxation of multinational enterprises (MNEs), based on a comprehensive dataset capturing the global activities of large MNEs. It has four key findings. First, the GMT substantially reduces the incentives to shift profits. Second, the GMT is estimated to very substantially reduce low-taxed profit worldwide through lower profit shifting and top-up taxation. Third, the GMT is estimated to increase CIT revenues. Finally, the GMT is estimated to reduce tax rate differentials across jurisdictions with potential impacts on the allocation of investment and MNE activity.
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  • 23
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264582880 , 9789264791572 , 9789264888821
    Language: English
    Pages: 1 Online-Ressource (118 p.) , 21 x 28cm.
    Parallel Title: Parallele Sprachausgabe Efektīvas strīdu izšķiršanas tiešsaistē attīstība Latvijā
    Keywords: Konfliktregelung ; Digitalisierung ; Internet ; Lettland ; Governance ; Latvia
    Abstract: This report assesses the use of online dispute resolution (ODR) in Latvia. It looks at the country’s efforts to modernise its justice system and develop dispute resolution mechanisms, identifies areas for improvement in line with the OECD ODR Framework, and provides examples of the application of ODR in other countries. The assessment is enriched by the application of the OECD ODR Framework to three specific types of claims – simplified and warning procedures, and consumer claims. It provides recommendations for successfully implementing ODR in Latvia and broadly modernising the justice sector to ensure better access to justice for all.
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  • 24
    ISBN: 9789264478763 , 9789264872738 , 9789264489943
    Language: English
    Pages: 1 Online-Ressource (117 p.) , 21 x 28cm.
    Series Statement: OECD Skills Studies
    Keywords: Datensicherheit ; Bildungspolitik ; Qualifikation ; IT-Kriminalität ; Frankreich ; Deutschland ; Polen ; Education ; Employment ; Science and Technology ; France ; Germany ; Poland
    Abstract: In an increasingly digital world, the significance of cyber security for individuals, businesses, and governments has never been greater. Rising cyber attacks are challenging current defence and operational capabilities, highlighting a critical shortage of skilled cyber security professionals. This report delves into the demand for cyber security expertise by analysing online job postings in France, Germany and Poland in between 2018 and 2023. It examines trends in the demand for cyber security professionals, the geographical distribution of job opportunities, and the changing skill requirements in this field. Focusing on France, the report also explores cyber security education and training programmes, the characteristics of the programmes, the demographics of enrolled learners, and their outcomes. Additionally, it reviews French policies and initiatives aimed at broadening the cyber security workforce and enhancing educational opportunities in this field. This comprehensive analysis is part of a larger effort to understand the evolving landscape of cyber security policies and professional experiences worldwide.
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  • 25
    ISBN: 9789264913097 , 9789264394872 , 9789264379046
    Language: English
    Pages: 1 Online-Ressource (207 p.) , 21 x 28cm.
    Keywords: Gesundheitsfinanzierung ; Gesundheitskosten ; Gesundheitswesen ; Finanzpolitik ; OECD-Staaten ; Social Issues/Migration/Health
    Abstract: Finding sufficient funds to pay for more resilient health systems is challenging in the current economic context. COVID-19 has shown the need for additional targeted spending on public health interventions, the digital transformation of health systems, and bolstering the health workforce. Rising incomes, technological innovation and changing demographics put further upward pressure on health spending. This could result in health spending reaching 11.8% of GDP across OECD counties by 2040. This publication explores the policy options to finance more resilient health systems whilst maintaining fiscal sustainability. It finds that the scale of the additional health financing needs requires ambitious and transformative policy changes. Robust actions to encourage healthier populations and policies to reduce ineffective spending can put future health expenditure on a far gentler upward trajectory. These would enable spending to reach a more sustainable 10.6% of GDP in 2040. Better budgetary governance is critical. It improves how public funds for health are determined, executed and evaluated. Therefore, a focus of this report is on how good budgeting practices can increase the efficiency of current public spending, and also enable more ambitious policy changes in the medium to longer-term. Findings of this report are targeted at health and finance policy makers, with improved dialogue between health and finance ministries especially important when governments are operating in a constrained fiscal setting.
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  • 26
    ISBN: 9789264343115 , 9789264396784 , 9789264782051
    Language: English
    Pages: 1 Online-Ressource (203 p.) , 21 x 28cm.
    Keywords: Privater Konsum ; Sparen ; Privater Haushalt ; Volkswirtschaftliche Gesamtrechnung ; Einkommensverteilung ; OECD-Staaten ; Social Issues/Migration/Health ; Economics
    Abstract: This publication presents guidance for the compilation of distributional results on household income, consumption and saving consistent with national accounts totals. These results are a key input for evidence-based policies targeting inequality and fostering inclusive growth, providing insights into key dimensions of material well-being across household groups. The results complement existing inequality measures by including elements that are often lacking from micro statistics and by providing inequality measures consistent with macroeconomic aggregates, broadening the scope for analyses, while also capturing households and transactions that are typically underrepresented in micro data. Moreover, while the estimates do require a number of statistical choices and assumptions, they have a high degree of international comparability because of the common methodology and their alignment to national accounts results. The handbook provides an overview of the conceptual framework underlying the distributional results and discusses various aspects in relation to the compilation and presentation of the distributional results. It aims to assist compilers in deriving high-quality distributional results and to provide users with more insights into the main benefits of these results as well as into the way that the results have been derived.
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  • 27
    ISBN: 9789264996526 , 9789264451674 , 9789264920927
    Language: English
    Pages: 1 Online-Ressource (183 p.) , 21 x 28cm.
    Keywords: Budgetinzidenz ; Kanada ; Frankreich ; Irland ; Italien ; Südkorea ; Niederlande ; Neuseeland ; Schweden ; Social Issues/Migration/Health ; Economics ; Governance
    Abstract: In many countries, public expenditure, including transfers, plays a major role in reducing income inequality. The report reviews the various ways that budgeting can be used to this end. A first includes taking a broad approach to results-based budgeting, taking social and distributional goals into consideration. A second relies on integrating distributional impact analysis directly into the budget process. The report discusses the concrete experience of eight OECD countries in this area, analysing how they are integrating distributional impact assessment in spending and budgeting decisions. Finally, it discusses the tools, frameworks and data that are needed to take distributional considerations into account as part of evidence-informed policy making.
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  • 28
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (22 p.) , 21 x 28cm.
    Series Statement: OECD Education Policy Perspectives no.88
    Keywords: Bildungsreform ; Indonesien ; Education ; Indonesia
    Abstract: This policy perspective examines Indonesia’s Merdeka Belajar (“Emancipated Learning”) initiative, a comprehensive education reform agenda initiated in 2019. The primary objective of this reform is to enhance learning outcomes, make schooling a more joyful experience, and empower students and school communities. The new "Emancipation Curriculum" emphasises foundational competencies and 21st-century skills and adopts holistic, formative assessment methods. It streamlines content and introduces innovative teaching methods, while increasing teachers' flexibility and autonomy in schools. It also instigates a new model of teacher professional learning. This document contextualises these initiatives within the international education landscape. It offers perspectives on what could help Indonesia ensure the success of these reforms, potentially reshaping the country’s educational future and contributing to its development and prosperity.
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  • 29
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (6 p.) , 21 x 28cm.
    Series Statement: Education Indicators in Focus no.84
    Keywords: Education
    Abstract: Private schools cater for around 1 in 5 students from pre-primary to the end of secondary education, a share that has not changed materially since 2015. They enjoy greater autonomy, suffer fewer shortages of all kinds and handled the COVID-19 pandemic better than public schools. Although their students achieved better results in PISA 2022 in many countries, this is mainly because they enrol more students from advantaged socio-economic backgrounds than their public counterparts. The main challenge in many countries today is to increase the social mix in public and private schools, which is why many efforts have been made in this direction over the past decade.
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  • 30
    Language: English
    Pages: 1 Online-Ressource (35 p.) , 21 x 28cm.
    Series Statement: OECD Economics Department Working Papers no.1789
    Keywords: Economics
    Abstract: The paper reviews the diverse experience of OECD countries in establishing and running independent fiscal institutions, offering insights that could be useful for Latin American countries seeking to set-up and strengthen those institutions in the region. Through cluster analysis, we identify different types of OECD independent fiscal institutions and draw practical lessons from cases studies. We also identify key features that could serve as a road map for Latin American countries in their efforts to establish or enhance independent fiscal institutions.
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  • 31
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264944329 , 9789264653399 , 9789264507401
    Language: English
    Pages: 1 Online-Ressource (60 p.) , 21 x 28cm.
    Series Statement: OECD Health Policy Studies
    Parallel Title: Parallele Sprachausgabe Repenser l'évaluation de la performance des systèmes de santé : Un cadre renouvelé
    Keywords: Gesundheitswesen ; Performance-Messung ; OECD-Staaten ; Social Issues/Migration/Health
    Abstract: Health systems are under intense pressure to adapt to evolving needs and megatrends driven by population ageing, digitalisation, and climate change. They also need to be better prepared to withstand sudden, large-scale shocks such as pandemics, financial crises, natural disasters, or cyberattacks. This shifting policy context and emerging challenges called for a revision in how OECD countries assess health system performance, to help ensure that health systems meet people’s health needs and preferences while providing quality healthcare for all. This document presents the OECD’s renewed health system performance assessment framework. It incorporates new performance dimensions, notably people-centredness, resilience, and environmental sustainability, and places increased emphasis on addressing inequalities, including those related to gender. This framework expands on existing OECD efforts in these domains and integrates the most recent advancements in health system performance assessment. By offering common definitions and fostering a shared understanding among policy makers, stakeholders and organisations, the updated framework will enhance international collaboration. Furthermore, it lays the foundation for developing future indicators, facilitating data collection, policy analysis, and the integration of knowledge.
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  • 32
    Language: English
    Pages: 1 Online-Ressource (41 p.) , 21 x 28cm.
    Series Statement: OECD Artificial Intelligence Papers no.10
    Keywords: Künstliche Intelligenz ; Gesundheitswesen ; Education ; Social Issues/Migration/Health ; Employment ; Science and Technology ; Governance
    Abstract: Artificial intelligence will have profound impacts across health systems, transforming health care, public health, and research. Responsible AI can accelerate efforts toward health systems being more resilient, sustainable, equitable, and person-centred. This paper provides an overview of the background and current state of artificial intelligence in health, perspectives on opportunities, risks, and barriers to success. The paper proposes several areas to be explored for policy makers to advance the future of responsible AI in health that is adaptable to change, respects individuals, champions equity, and achieves better health outcomes for all. The areas to be explored relate to trust, capacity building, evaluation, and collaboration. This recognises that the primary forces that are needed to unlock the value from artificial intelligence are people-based and not technical. The OECD is ready to support efforts for co-operative learning and collective action to advance the use of responsible AI in health.
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  • 33
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (11 p.) , 21 x 28cm.
    Series Statement: OECD Education Policy Perspectives no.89
    Keywords: Education ; Social Issues/Migration/Health
    Abstract: Early childhood education and care (ECEC) staff are central to promoting young children’s development, learning and well-being. Novice staff, defined as staff with up to three years of experience, account for 27% of staff in TALIS Starting Strong 2018. Novice staff are generally less educated than experienced staff in terms of the level of educational attainment and education or training with a focus specifically on working with children. More novice staff than experienced staff report a strong need for additional professional development in several areas, including “classroom/playgroup/group management” and “working with parents or families”. Policy approaches to support novice staff in ECEC can include ensuring that initial education prepares novice staff for their jobs by providing relevant knowledge specifically on working with children, supporting novice staff to engage in ongoing professional development, and clarifying how novice staff can progress professionally.
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  • 34
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264867604 , 9789264579644 , 9789264438736
    Language: English
    Pages: 1 Online-Ressource (261 p.) , 21 x 28cm.
    Series Statement: OECD Health Policy Studies
    Keywords: Krebskrankheit ; Gesundheitsvorsorge ; EU-Staaten ; Social Issues/Migration/Health
    Abstract: Cancer causes almost a quarter of all deaths in the EU27, Norway and Iceland, with five new cancer cases diagnosed every minute in 2022. Assessing and improving cancer care from prevention to treatment is essential for promoting longer, healthier lives. This report addresses the latest trends in cancer incidence and mortality in the EU and reviews key cancer risk factors, cancer screening programmes and early diagnoses, and issues in the provision of high-quality cancer care. Country performance, cross-cutting challenges and new developments are examined with a particular focus on disparities by regions, socio-economic status and gender. The report provides policy makers with fiscal, regulatory and health systems organisation tools, as well as examples of initiatives that can be undertaken in primary care, workplaces, and schools to better control cancer and counter inequalities.
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  • 35
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264700079 , 9789264352063 , 9789264592322
    Language: English
    Pages: 1 Online-Ressource (166 p.) , 21 x 28cm.
    Keywords: Informelle Wirtschaft ; Niedriglohn ; Schwarzarbeit ; Qualifikation ; Soziale Mobilität ; Education ; Economics ; Development
    Abstract: This report adds two perspectives on informality. First, it disassembles the mechanics of the deleterious links between informal employment, low-paying work and low skills. It shows that informal employment is highly persistent, and that the vulnerability of informal workers is passed on to their children in the absence of adequate education, skills and social protection policy. Second, the report underscores the double burden of informality and low-paying work that a large share of workers in developing and emerging economies carry, and as such calls for policy solutions that go beyond the formalisation agenda and embrace the goal of social justice.
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  • 36
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264454675 , 9789264848269 , 9789264632974
    Language: English
    Pages: 1 Online-Ressource (232 p.) , 21 x 28cm.
    Series Statement: OECD Territorial Reviews
    Keywords: Regionalentwicklung ; Regionalpolitik ; Regionales Wachstum ; Brüssel (Region) ; Urban, Rural and Regional Development ; Belgium
    Abstract: The OECD Territorial Review of the Brussels-Capital Region, Belgium, provides an in-depth assessment of the trends, challenges and opportunities for sustainable and inclusive urban development in the region. It aims to help tackle the so-called ‘Brussels paradox’ between a highly performing region in terms of economic wealth creation and competitiveness but relatively poor social conditions. The region is also grappling with a shortage of affordable and quality housing, as well as several mobility challenges, including a high reliance on individual cars and traffic congestion, resulting in high commuting times and pollution levels, despite good accessibility to public transport. Although a comprehensive urban and land-use planning system exists, there is a lack of co-ordination with the surrounding regions and municipalities to drive more effective policies on housing, mobility, and other infrastructure investments. This review also examines the governance and institutional framework and suggests policy actions to strengthen co-ordination and co-operation mechanisms, and promote incremental collaboration at the metropolitan level. Finally, the review provides recommendations to enhance public finances in the region, focusing on better compensating for its additional charges, co-ordinating public investment among levels of government more efficiently, and establishing a metropolitan fund.
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  • 37
    ISBN: 9789264780781 , 9789264767607 , 9789264974531
    Language: English
    Pages: 1 Online-Ressource (85 p.) , 21 x 28cm.
    Series Statement: Competition Law and Policy Reviews
    Parallel Title: Parallele Sprachausgabe Exámenes Inter-Pares sobre el Derecho y Política de Competencia: República Dominicana
    Keywords: Wettbewerbsrecht ; Wettbewerbspolitik ; Dominikanische Republik ; Finance and Investment ; Dominican Republic
    Abstract: Peer reviews of competition law and policy are a valuable tool to reform and strengthen a country’s competition framework. This peer review of the Dominican Republic presents the evolution of its competition regime over the last few years and assesses the effectiveness of its current competition law and policy. It provides recommendations to help the Dominican Republic strengthen its competition regime and institutions, developed and discussed at the Peer Review examination carried out during the 2023 OECD-IDB Latin American and Caribbean Competition Forum.
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  • 38
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264613249 , 9789264719736 , 9789264485068
    Language: English
    Pages: 1 Online-Ressource (210 p.) , 21 x 28cm.
    Series Statement: OECD Regional Development Studies
    Keywords: Klimaneutralität ; Klimapolitik ; Hamburg ; Urban, Rural and Regional Development ; Energy ; Industry and Services ; Environment ; Germany
    Abstract: Reaching climate neutrality requires economic transformations of unprecedented scale and speed. Immediate action from the business community can avoid unnecessary costs, create wellbeing co-benefits and prepare local businesses with a better competitive position in the future climate neutral economy. This report shows what reaching climate neutrality by 2040 means for Hamburg businesses and identifies key actions they need to undertake. It provides insights where the Hamburg economy and its businesses stand on the way to climate neutrality and on their needs to advance, drawing on a business survey. The study also shares insights from action plans of selected comparison cities. It points to cross-sector as well as to sector-specific challenges and opportunities for Hamburg businesses. This includes making better use of low-cost renewables, addressing energy efficiency in buildings as well as challenges and opportunities in activities in and around the port and in industry. It highlights Hamburg's potential as a hydrogen hub as well as the need to adopt circular economy practices. It illustrates that a regional and business perspective are necessary to achieve climate neutrality in prosperity, requiring individual and collective business action.
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  • 39
    ISBN: 9789264825420 , 9789264577473 , 9789264378490
    Language: English
    Pages: 1 Online-Ressource (86 p.) , 21 x 28cm.
    Keywords: Rückwanderung ; Familie ; OECD-Staaten ; Welt ; Social Issues/Migration/Health
    Abstract: Return migration has emerged as a critical policy concern for both destination and origin countries. While policy attention in destination countries has been focused on assisted voluntary return and reintegration (AVRR) programs, particularly for migrants with expulsion orders, these efforts represent only a fraction of broader return movements. This report, based on a project carried out by the OECD with support from the German Corporation for International Co-operation (Deutsche Gesellschaft für Internationale Zusammenarbeit GmbH – GIZ), commissioned by the Federal Ministry for Economic Co-operation and Development, analyses the scope and characteristics of different categories of return migration. The report draws on three workshops, held in Tunis, Rabat and Brussels, that discussed return migration in different contexts. It examines the multiple factors that influence migrants' decisions to return to their countries of origin and their reintegration at home, including the role of family and community. The report emphasises the pre-existing structures and networks of returning migrants in origin countries and their role in supporting different types of return migrants. The report also looks at potential re-migration.
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  • 40
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264319882 , 9789264952195 , 9789264376472
    Language: English
    Pages: 1 Online-Ressource (108 p.) , 21 x 28cm.
    Keywords: Finanzprodukt ; Private Finanzplanung ; Verbraucherkredit ; Finanzrisiko ; Verbraucherschutz ; Finance and Investment
    Abstract: Using original data collected from governments around the globe, the Consumer Finance Risk Monitor analyses the constantly evolving issues and risks facing consumers of financial products and services. It examines consumer harms and complaints in five product markets (banking and payments, credit, insurance, investments and pensions) and describes regulatory and supervisory responses to address market conduct risks. It also presents data on financial scams and frauds, highlights tools used to monitor risks, and identifies consumer protection policy responses.
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  • 41
    ISBN: 9789264967441 , 9789264912816 , 9789264946699
    Language: English
    Pages: 1 Online-Ressource (59 p.) , 21 x 28cm.
    Keywords: Agroindustrie ; Ernährungsindustrie ; Due Diligence ; Lieferkette ; Corporate Social Responsibility ; G7-Staaten ; Welt ; Agriculture and Food
    Abstract: This report aims to provide G7 agricultural policy makers with insights to better understand the design, objectives and mechanisms of national and regional, voluntary and mandatory due diligence-related measures. The report creates a fact-based selective inventory for policy makers to identify common elements across the measures with a view to strengthening, where possible, coherence of G7 policy responses to promote responsible business conduct in agricultural supply chains. The inventory also aims to help companies understand different national and regional standards by highlighting synergies and, where applicable discrepancies, to enable and support effective implementation.
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  • 42
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (32 p.) , 21 x 28cm.
    Series Statement: OECD Environment Policy Papers no.40
    Keywords: Feuer ; Klimawandel ; Brandschutz ; USA ; Social Issues/Migration/Health ; Urban, Rural and Regional Development ; Environment ; Governance ; United States
    Abstract: The frequency and severity of extreme wildfires are on the rise in the United States, causing unprecedented disruption and increasingly challenging the country’s capacity to contain losses and damages. These challenges are set to keep growing in the context of climate change, highlighting the need to scale up wildfire prevention and climate change adaptation. This paper provides an overview of the United States’ wildfire policies and practices and assesses the extent to which wildfire management in the country is evolving to adapt to growing wildfire risk under climate change.
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  • 43
    Language: English
    Pages: 1 Online-Ressource (69 p.) , 21 x 28cm.
    Series Statement: OECD Papers on Well-being and Inequalities no.20
    Keywords: Education ; Social Issues/Migration/Health
    Abstract: Parental emotional support, alongside material and temporal support, is an important determinant of children's subjective well-being and academic success. However, not all children benefit from the same level of parental support, and there are major differences depending on families' socio-economic status and child gender. Using the PISA 2018 surveys, this paper examines differences in parental support reported by 15-year-olds both within countries according to social status and between girls and boys, and between countries. We show that differences in parental emotional support by parents' education level and child gender are substantial. Some of these differences are (largely) explained by other characteristics such as family wealth, country of origin, and school urbanicity and private/public status. Greater parental emotional support is also found to be associated with higher PISA test scores and greater subjective wellbeing, with little variation by parental education. On the whole, our findings suggest that a significant enhancement in parental support and related child outcomes, especially in countries with lower average levels of parental emotional support, can be attained through a combined effort on several fronts: by addressing monetary and material poverty within families, by facilitating parents in balancing work and taking care of their children, by promoting greater parental involvement in their children's school life, and by offering appropriate services to assist families with special needs and facing greater challenges.
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  • 44
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (37 p.) , 21 x 28cm.
    Series Statement: OECD Public Governance Policy Papers no.44
    Keywords: E-Government ; Digitalisierung ; OECD-Staaten ; Science and Technology ; Governance
    Abstract: Digital government is essential to transform government processes and services in ways that improve the responsiveness and reliability of the public sector. During the COVID-19 pandemic it also proved crucial to governments' ability to continue operating in times of crisis and provide timely services to citizens and businesses. Yet, for the digital transformation to be sustainable in the long term, it needs solid foundations, including adaptable governance arrangements, reliable and resilient digital public infrastructure, and a prospective approach to governing with emerging technologies such as artificial intelligence. This paper presents the main findings of the 2023 edition of the OECD Digital Government Index (DGI), which benchmarks the efforts made by governments to establish the foundations necessary for a coherent, human-centred digital transformation of the public sector. It comprises 155 data points from 33 member countries, 4 accession countries and 1 partner country collected in 2022, covering the period between 01 January 2020 and 31 October 2022.
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  • 45
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264912564 , 9789264753297 , 9789264675803
    Language: English
    Pages: 1 Online-Ressource (186 p.) , 21 x 28cm.
    Keywords: Artenvielfalt ; Erneuerbare Energie ; Energieinfrastruktur ; Energy ; Environment
    Abstract: As countries scale up climate action, they face the challenge of expanding renewable power while tackling biodiversity loss. Transitioning away from fossil fuels can reduce climate-related pressure on biodiversity, but brings its own risks. Unless carefully managed, the expansion of renewable power could compromise biodiversity. This report synthesises evidence on biodiversity impacts from renewable power infrastructure, with a focus on solar power, wind power and power lines. It identifies opportunities for mainstreaming biodiversity into power sector planning and policy to deliver better outcomes for nature and the climate. Drawing on good practice insights from across the globe, the report offers governments recommendations to align renewable power expansion with biodiversity goals.
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  • 46
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264567634 , 9789264940802 , 9789264710153
    Language: English
    Pages: 1 Online-Ressource (109 p.) , 21 x 28cm.
    Series Statement: Green Finance and Investment
    Keywords: Förderung erneuerbarer Energien ; Erneuerbare Energie ; Umweltschutzinvestition ; Bauinstallation ; Philippinen ; Environment ; Finance and Investment
    Abstract: In recent years, the Philippines has increased its commitment to climate action and its efforts to decarbonise the domestic economy. The power sector in the Philippines accounts for 58% of the country’s overall carbon emissions and will be an important driver of domestic emission reduction efforts to meet national climate and energy targets. Renewables, such as offshore wind, are expected to play a key role in the transition toward a low-carbon energy mix. With more than 17 thousand kilometres of coastline, the Philippines is estimated to have an offshore wind potential of 178 GW. However, this potential has yet to be leveraged. Alongside a changing power sector, progress on energy efficiency is needed to achieve the country’s emission reduction goals, with energy savings estimated at approximately 2% annually for the residential and commercial sectors. To deliver a clean energy transition, the Philippines requires estimated cumulative investments of over USD 300 billion between now and 2040. This report outlines key actions needed to unlock finance and investment in offshore wind power and energy efficiency in public buildings. It also provides a comprehensive overview of the progress to date and the challenges to mobilise near-term finance in those sectors, assist the Philippines transition towards a low-carbon economy, and achieve broader development goals.
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  • 47
    Language: English
    Pages: 1 Online-Ressource (59 p.) , 21 x 28cm.
    Series Statement: OECD Economics Department Working Papers no.1790
    Keywords: Infrastrukturinvestition ; Nachhaltige Entwicklung ; Brasilien ; Economics
    Abstract: Infrastructure investment has been low in Brazil over the last decades, leaving significant gaps in all infrastructure sectors. To close these gaps, public investment will need to increase and become more effective, while additional private resources need to be mobilised. Improving strategic planning and effectively translating it into budget allocations over time would increase the quality of infrastructure projects. Promoting foreign participation in public procurement would raise competition and value for public money, while strengthening the governance of SOEs would enhance the quality of infrastructure services. Minimising policy and judicial risks would help to leverage more private infrastructure financing, including at longer maturities, while ensuring an adequate risk sharing between public and private actors.
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  • 48
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (54 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field. Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more Learn how to adapt mathematical methods to different applications from completely different fields Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
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  • 49
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: With the accelerating speed of business and the increasing dependence on technology, companies today are significantly changing the way they build in-house business solutions. Many now use low-code and no code technologies to help them deal with specific issues, but that's just the beginning. With this practical guide, power users and developers will discover ways to resolve everyday challenges by building end-to-end solutions with the Microsoft Power Platform. Author Jason Rivera, who specializes in SharePoint and the Microsoft 365 solution architecture, provides a comprehensive overview of how to use the Power Platform to build end-to-end solutions that address tactical business needs. By learning key components of the platform, including Power Apps, Power Automate, and Power BI, you'll be able to build low-code and no code applications, automate repeatable business processes, and create interactive reports from available data. Learn how the Power Platform apps work together Incorporate AI into the Power Platform without extensive ML or AI knowledge Create end-to-end solutions to solve tactical business needs, including data collection, process automation, and reporting Build AI-based solutions using Power Virtual Agents and AI Builder
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
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  • 50
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098107499 , 1098107497
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.75/65
    Keywords: Database management Software ; Data mining Software ; Electronic books ; local ; Electronic books
    Abstract: Analytics projects are frequently long-drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks. This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease. Ready to work with data quickly and efficiently? This guide gets you started. Learn the fundamentals of cleaning, prepping, and analyzing data with Alteryx Designer Install, navigate, and quickly become competent with the Alteryx Designer layout and functionality Construct accurate, performant, reliable, and well-documented workflows that automate business processes Learn intermediate techniques using spatial analytics, reporting, and in-database tools Dive into advanced Alteryx capabilities, including predictive and machine learning tools Get introduced to the entire Alteryx Analytic Process Automation (APA) Platform
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
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  • 51
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (90 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Kubernetes has become the primary platform for deploying and managing cloud native applications. But because it was originally designed for stateless workloads, working with data on Kubernetes has been challenging. If you want to avoid the inefficiencies and duplicative costs of having separate infrastructure for applications and data, this practical guide can help. Using Kubernetes as your platform, you'll discover open source technologies that are designed and built for the cloud. Delve into case studies to avoid the pitfalls others have faced and explore new use cases. Get an insider's view of what's coming from the innovators who are creating next-generation architectures and infrastructure. And you'll learn how to: Manage different data use cases on Kubernetes Reduce costs and simplify application development Leverage data and infrastructure to create new use cases and business models Make data infrastructure choices that are cost-efficient, secure, scalable, and elastic And more
    Note: Online resource; Title from title page (viewed January 25, 2023) , Mode of access: World Wide Web.
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  • 52
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (166 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of this updated second edition, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. You'll learn how to: Employ best practices in building highly scalable data and ML pipelines on Google Cloud Automate and schedule data ingest using Cloud Run Create and populate a dashboard in Data Studio Build a real-time analytics pipeline using Pub/Sub, Dataflow, and BigQuery Conduct interactive data exploration with BigQuery Create a Bayesian model with Spark on Cloud Dataproc Forecast time series and do anomaly detection with BigQuery ML Aggregate within time windows with Dataflow Train explainable machine learning models with Vertex AI Operationalize ML with Vertex AI Pipelines
    Note: Online resource; Title from title page (viewed January 25, 2023) , Mode of access: World Wide Web.
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  • 53
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Advances in machine learning techniques, the cloud, and the ability to leverage hardware acceleration have changed the way we work with data — adding entirely new capabilities and business models to the mix. But the demand for processing training data has outpaced the increase in computation power. This practical and comprehensive guide will show you how to distribute your machine learning workload across multiple machines and turn centralized systems into distributed ones. Machine Learning with Spark examines various technologies for building end-to-end distributed machine learning platforms based on the Apache Spark ecosystem with Spark MLlib, TensorFlow, Horovod, PyTorch, and more. This book shows you when to use each technology and why. You'll also learn how to: Build efficient parallelization of the training process Create a coherent model Leverage a set of open source tools to build scalable end-to-end ML platform Enable more advanced, tailor-made products Use distributed ML techniques to increase the quality of predictions and ML modules Design practical distributed machine learning systems
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
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  • 54
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you. Written by experienced software architecture practitioners, Scaling Python with Ray is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness. This book covers distributed processing (the pure Python implementation of serverless) and shows you how to: Implement stateful applications with Ray actors Build workflow management in Ray Use Ray as a unified platform for batch and streaming Implement advanced data processing with Ray Apply microservices with Ray platform Implement reliable Ray applications
    Note: Online resource; Title from title page (viewed June 25, 2023) , Mode of access: World Wide Web.
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  • 55
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get started with Ray, the open source distributed computing framework that greatly simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine learning programs at scale. Authors Max Pumperla, Edward Oakes, and Richard Liaw show you how to build reinforcement learning applications that serve trained models with Ray. You'll understand how Ray fits into the current landscape of data science tools and discover how this programming language continues to integrate ever more tightly with these tools. Distributed computation is hard, but with Ray you'll find it easy to get started. Learn how to build your first distributed application with Ray Core Conduct hyperparameter optimization with Ray Tune Use the Ray RLib library for reinforcement learning Manage distributed training with the RaySGD library Use Ray to perform data processing Learn how work with Ray Clusters and serve models with Ray Serve Build an end-to-end machine learning application with Ray
    Note: Online resource; Title from title page (viewed April 25, 2023) , Mode of access: World Wide Web.
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  • 56
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (70 pages)
    Edition: 1st edition
    DDC: 004
    Keywords: Information technology ; Information retrieval ; Databases ; Data mining ; Electronic books
    Abstract: As an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle. It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the "technical/nontechnical" divide. If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. Refine a question of interest to one that can be studied with data Pursue data collection that may involve text processing, web scraping, etc. Glean valuable insights about data through data cleaning, exploration, and visualization Learn how to use modeling to describe the data Generalize findings beyond the data
    Note: Online resource; Title from title page (viewed May 25, 2023) , Mode of access: World Wide Web.
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  • 57
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    Online Resource
    Paris : OECD Publishing
    In:  OECD Journal on Budgeting Vol. 23, no. 2 | volume:23 | year:2023 | number:2
    Language: English
    Pages: 1 Online-Ressource (34 p.) , 21 x 28cm.
    Titel der Quelle: OECD Journal on Budgeting
    Angaben zur Quelle: Vol. 23, no. 2
    Angaben zur Quelle: volume:23
    Angaben zur Quelle: year:2023
    Angaben zur Quelle: number:2
    Keywords: Economics ; Finance and Investment ; Governance
    Abstract: This journal article presents a set of high-level good budgeting practices in the health sector. The purpose of these good practices is to support countries in assessing their own budgeting arrangements for health, and in designing budgeting reforms. The article builds on 10 years of work by the OECD Joint Network of Senior Budget and Health Officials.
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  • 58
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Tecniche Nuove | Boston, MA : Safari
    ISBN: 9788848141130
    Language: English , Italian
    Pages: 1 online resource (264 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Negli ultimi dieci anni, con il ritorno delle reti neurali, la comprensione del Deep Learning è diventata essenziale e questo manuale fornisce un’introduzione approfondita per i data scientist e gli ingegneri del software con precedenti esperienze nel machine learning. Inizierete con le basi del Deep Learning e passerete rapidamente ai dettagli di importanti architetture avanzate, implementando tutto da zero. L’autore Seth Weidman vi mostra come funzionano le reti neurali usando un approccio basato su principi primi. Imparerete come applicare da zero le reti neurali multistrato, le reti neurali convoluzionali e quelle ricorrenti. Acquisendo una comprensione dettagliata di come queste reti funzionino matematicamente, computazionalmente e concettualmente, porterete a termine con successo i vostri futuri progetti di Deep Learning.
    Note: Online resource; Title from title page (viewed September 21, 2023) , Mode of access: World Wide Web.
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  • 59
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    Online Resource
    Paris : OECD Publishing
    In:  OECD Journal on Budgeting Vol. 23, no. 3 | volume:23 | year:2023 | number:3
    Language: English
    Pages: 1 Online-Ressource (17 p.)
    Titel der Quelle: OECD Journal on Budgeting
    Angaben zur Quelle: Vol. 23, no. 3
    Angaben zur Quelle: volume:23
    Angaben zur Quelle: year:2023
    Angaben zur Quelle: number:3
    Keywords: Economics ; Finance and Investment ; Governance
    Abstract: For implementing their economic and social policies, governments have traditionally relied on direct spending but increasingly use “non-standard” policy instruments, such as loans and guarantees. However, in many OECD countries, loans and guarantees are not yet submitted to the same scrutiny than direct spending as part of the budget process, and future costs associated with the use of these policy instruments are often not estimated, nor provisioned, making them appear initially costless. In turn, this generates risks of potentially biased budgetary decision making, deviations from medium-term spending plans and limited transparency. Considering experiences of OECD countries, this paper advises that budget offices take a leading role in proposing budgetary treatments for loans and guarantees that ensure an even-level playing field with traditional spending and put considerations of efficiency of spending above optimisation of short-term fiscal outcomes.
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  • 60
    Online Resource
    Online Resource
    Paris : OECD Publishing
    In:  OECD Journal on Budgeting Vol. 23, no. 2 | volume:23 | year:2023 | number:2
    Language: English
    Pages: 1 Online-Ressource (18 p.)
    Titel der Quelle: OECD Journal on Budgeting
    Angaben zur Quelle: Vol. 23, no. 2
    Angaben zur Quelle: volume:23
    Angaben zur Quelle: year:2023
    Angaben zur Quelle: number:2
    Keywords: Economics ; Finance and Investment ; Governance
    Abstract: The economic and fiscal costs of gender inequalities, such as the gender employment gap, are high. Intersectional analysis improves understanding of gender gaps and the measures needed to address them. This paper looks at how gender budgeting can be expanded to include intersectional analysis, allowing for consideration of how gender inequalities intersect with inequalities based on race, socioeconomic class, sexual orientation and disability. It provides examples from governments that have started to incorporate an intersectional approach to gender budgeting. It also highlights the main benefits and challenges associated with intersectional analysis and considers what governments can do to support an intersectional approach to gender budgeting.
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  • 61
    Language: English
    Pages: 1 Online-Ressource (48 p.) , 21 x 28cm.
    Series Statement: OECD Science, Technology and Industry Policy Papers no.145
    Keywords: Science and Technology
    Abstract: The provision of key health technologies and products such as vaccines and antibiotics is insufficient in purely competitive and volume-based markets, requiring new revenue streams for sustainability. Recent developments in health innovation suggest that innovative collaborative mechanisms can be effective in addressing this issue. In the domains of vaccines and antibiotics, these approaches should incorporate shared research investment, long-term access planning, the provision of manufacturing infrastructure, supply chains, and financial returns. Collaborative approaches such as subscription models could be piloted at the regional level, while other models could be developed to delink innovation, manufacturing, and access from sales volume and revenue. Finally, blended finance instruments from the development field could encourage greater collaboration among established and emerging stakeholders in health innovation. These stakeholders should work together to create, test, access, and implement more collaborative approaches to health innovation to share upfront investments, mitigate risks of failure, and accelerate market access.
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  • 62
    Language: English
    Pages: 1 Online-Ressource (39 p.) , 21 x 28cm.
    Series Statement: OECD Social, Employment and Migration Working Papers no.290
    Keywords: Employment ; Social Issues/Migration/Health
    Abstract: This document serves both as a conceptual and practical guide for defining and classifying AI, in order to help stakeholders analyse and understand its impact on the workplace. It first discusses how AI can be defined and provides a selection of AI use cases to help stakeholders identify AI and distinguish it from other advanced technologies. The document then provides a framework for classifying AI according to its impact on the workplace, consisting of a set of questions intended to help stakeholders evaluate any AI application from a workplace perspective (either a priori or ex post) and to promote informed discussion so that AI is implemented in a way that empowers and complements workers and improves job quality, and that no one is left behind.
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  • 63
    Language: English
    Pages: 1 Online-Ressource (48 p.) , 21 x 28cm.
    Series Statement: OECD Science, Technology and Industry Policy Papers no.139
    Keywords: Science and Technology ; Economics ; Industry and Services ; Finland
    Abstract: This report analyses the trends in Finnish productivity growth over the 2000s and 2010s. It describes its key features, makes comparisons to a benchmark of 16 OECD countries, and studies the causes of its sudden and prolonged slowdown which began at the end of the 2000s. The analysis focuses on the role of two contemporaneous demand shocks that hit the Finnish economy: the Nokia crisis and the Great Trade Collapse of 2009. Matching detailed firm-based information on structural characteristics of productivity growth with global input-output tables and National Accounts data, the report highlights how the prolonged drop in demand from the domestic computer and electronics sector may have induced a persistent drag on Finnish productivity growth. The report concludes with policy implications to strengthen Finnish resilience to idiosyncratic shocks to key sectors or large firms, while supporting long-term productivity growth and competitiveness.
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  • 64
    Language: English
    Pages: 1 Online-Ressource (38 p.) , 21 x 28cm.
    Series Statement: OECD Local Economic and Employment Development (LEED) Papers no.2023/05
    Keywords: Urban, Rural and Regional Development ; Industry and Services
    Abstract: This policy brief on "Improving the effectiveness of inclusive and social entrepreneurship training schemes" was produced by the OECD and the European Commission. It discusses the importance of training schemes and presents an overview of the types of training schemes available. It also analyses the opportunities for governments to strengthen these training schemes and provides guidance on how to design more effective inclusive and social entrepreneurship training schemes.
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  • 65
    Language: English
    Pages: 1 Online-Ressource (79 p.) , 21 x 28cm.
    Series Statement: OECD Health Working Papers no.151
    Keywords: Social Issues/Migration/Health
    Abstract: Ensuring affordable access to novel medicines has been identified as a policy priority among OECD and EU countries, yet systematic monitoring of the various dimensions of access is lacking. Previous efforts to measure access have focused primarily on one or at most two of these dimensions, such as availability and affordability, but a more holistic picture is needed. The OECD undertook a pilot study in EU Member States that aimed to determine the utility and feasibility of routine, cross-national monitoring of access to medicines across multiple dimensions. The work included a desk review to define the dimensions of access and associated indicators, followed by an OECD survey to explore the feasibility of collecting and analysing the relevant data for a convenience sample of 15 recently authorised product/indication pairs. This working paper presents key learnings from the desk review and country survey to which 21 EU Member States responded, with a focus on exploring the utility and feasibility of the processes of monitoring and measurement.
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  • 66
    ISBN: 9789264365872
    Language: English
    Pages: 1 Online-Ressource (139 p.) , 16 x 23cm.
    Series Statement: Global Forum on Transparency and Exchange of Information for Tax Purposes
    Keywords: Steuer ; Finanzverwaltung ; Internationale Zusammenarbeit ; St. Lucia ; Taxation ; Saint Lucia
    Abstract: This publication presents the results of the Second Round Peer Review on the Exchange of Information on Request for Saint Lucia.
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  • 67
    ISBN: 9789264920811 , 9789264744929 , 9789264777958
    Language: English
    Pages: 1 Online-Ressource (344 p.) , 21 x 28cm.
    Series Statement: OECD Public Governance Reviews
    Parallel Title: Parallele Sprachausgabe Přehled o stavu veřejné správy: Česká Republika: Česká republika na cestě k modernější a efektivnější veřejné správě
    Keywords: Öffentliche Verwaltung ; Öffentlicher Sektor ; Reform ; Tschechien ; Governance ; Urban, Rural and Regional Development ; Science and Technology ; Czech Republic
    Abstract: The OECD Public Governance Review of the Czech Republic identifies priority governance areas for reform in the Czech Republic and offers recommendations to strengthen the effectiveness, agility and responsiveness of the country’s public sector. The review first provides a snapshot on the effectiveness of the public administration and its capacity to address contemporary governance challenges, such as digitalisation and climate change. It then analyses a number of critical and priority public governance areas including citizen engagement, centre-of-government-led co-ordination and strategic planning, evidence-informed policy making in the Czech public administration, public administration at the local and regional level, human resources management in the public administration, and digital government. It also includes a case study on governance arrangements and regulations during the COVID-19 pandemic. The review provides recommendations for the Czech public administration to help it implement its Public Administration Reform Strategy: Client-oriented Public Administration 2030 (PAR), achieve the objectives of the PAR, and, ultimately, realise its longer-term sustainable development vision and commitments.
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  • 68
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    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264915206 , 9789264775220 , 9789264469853
    Language: English
    Pages: 1 Online-Ressource (123 p.) , 21 x 28cm.
    Series Statement: Making Integration Work
    Keywords: Migranten ; Soziale Integration ; Migrationspolitik ; OECD-Staaten ; EU-Staaten ; Social Issues/Migration/Health
    Abstract: The OECD series Making Integration Work summarises, in a non-technical way, the main issues surrounding the integration of immigrants and their children into their host countries. Each book presents concrete policy lessons for its theme, along with supporting examples of good practices and comparisons of the migrant integration policy frameworks in different OECD countries. This sixth volume presents a set of considerations for policy makers in designing introduction measures for newly-arrived immigrants and includes a mapping of national practices.
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  • 69
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    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264570740
    Language: English
    Pages: 1 Online-Ressource (20 p.) , 21 x 28cm.
    Series Statement: EU Country Cancer Profiles
    Parallel Title: Parallele Sprachausgabe Profils sur le cancer par pays : Luxembourg 2023
    Keywords: Krebskrankheit ; Gesundheitsvorsorge ; Gesundheitsrisiko ; Gesundheitsversorgung ; Gesundheit ; Luxemburg ; Social Issues/Migration/Health ; Luxembourg ; Statistik ; Amtliche Publikation
    Abstract: This profile identifies strengths, challenges and specific areas of action on cancer prevention and care in Luxembourg as part of the European Cancer Inequalities Registry, a flagship initiative of Europe’s Beating Cancer Plan. It provides a short synthesis of: the national cancer burden; risk factors for cancer (focusing on behavioural and environmental risk factors); early detection programmes; and cancer care performance (focusing on accessibility, care quality, costs and the impact of COVID-19 on cancer care).
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  • 70
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    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (58 p.) , 21 x 28cm.
    Series Statement: OECD Education Policy Perspectives no.67
    Keywords: Bildungspolitik ; Bildungswesen ; Australien ; Education ; Australia
    Abstract: This country policy profile on education in Australia is part of the Education Policy Outlook series. Building on the first policy profile for Australia (2013), it offers a concise analysis of where the education system stands today and how this compares to other systems. The profile analyses the evolution of ongoing and emerging related policy efforts in Australia, including education responses to the COVID-19 pandemic. It also offers relevant international policy examples that may serve as possible inspiration as policy makers work to address Australia's key challenges and priorities. The report brings together over a decade's worth of policy analysis by the Education Policy Outlook, as well as recent OECD data, relevant thematic and country-specific work, and other international and national evidence. It also benefits from the Education Policy Outlook's ongoing comparative analysis of resilience and responsiveness in education policy.
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  • 71
    Language: English
    Pages: 1 Online-Ressource (43 p.) , 21 x 28cm.
    Series Statement: OECD Papers on Well-being and Inequalities no.12
    Keywords: Social Issues/Migration/Health
    Abstract: The OECD Income Distribution Database (IDD) plays a leading role in providing evidence, and in monitoring and analysing international income distribution statistics to inform policy debate. In most OECD countries, official income distribution statistics are usually delivered with time lags varying from two to three years. This paper examines the growing use by statistical offices of nowcasting techniques based on microsimulation models to produce more timely provisional estimates, and examines the advantages and challenges associated with these techniques. The paper also presents provisional estimates of income inequality in 2020 for a selection of OECD countries, based on a compilation carried out by the OECD Secretariat in collaboration with Eurostat and national statistical offices. Finally, it discusses potential future developments and applications of these techniques.
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  • 72
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    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (44 p.) , 21 x 28cm.
    Series Statement: OECD Trade Policy Papers no.267
    Keywords: Trade ; Industry and Services
    Abstract: Government support to producers of rolling stock is raising concerns about possible market distortions and unfair competition. This report aims to quantify both the scale of government support and to identify the various ways in which governments have been supporting local rolling-stock producers at the expense of foreign competitors. Over the period 2016-20, governments provided about USD 5 billion to the sector, much of it in the form of government grants and income tax concessions. While not quantified, discriminatory practices in government procurement and competition enforcement, forced technology transfers, as well as non-market export credits may have also distorted global competition in the rail-supply industry. Similar to earlier OECD studies of government support in the aluminium and semiconductor value chains, this report helps shed light on the magnitude and ways in which governments subsidise the producers of materials and equipment they view as strategic, with a view to informing efforts to revisit global trade rules.
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  • 73
    Language: English
    Pages: 1 Online-Ressource (67 p.) , 21 x 28cm.
    Series Statement: OECD Science, Technology and Industry Policy Papers no.143
    Keywords: Environment ; Science and Technology ; Industry and Services
    Abstract: The transition to climate neutrality requires cost reductions in existing clean technologies to enable rapid deployment on a large scale, as well as the development of emerging technologies such as green hydrogen. This policy paper argues that science, technology, innovation, and industrial (STI&I) policies focusing on developing and deploying low-carbon technologies are crucial to achieving carbon neutrality. It notes however that the current level of innovation is insufficient to meet the net-zero challenge due to a policy emphasis on deployment rather than research and development (R&D) support. The paper explores the rationale for more ambitious STI&I policies targeted at R&D for climate neutrality and provides policy recommendations for an effective innovation policy for net-zero, including its interaction with the broader climate policy package.
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  • 74
    Language: English
    Pages: 1 Online-Ressource (100 p.) , 21 x 28cm.
    Series Statement: OECD Science, Technology and Industry Policy Papers no.144
    Keywords: Environment ; Science and Technology ; Industry and Services
    Abstract: The automotive sector is important across OECD countries in terms of value-added and R&D, but is also heavily affected by the green and the digital transformations. This paper offers a novel and holistic view of the automotive sector and its surrounding ecosystem based on a combination of Inter-Country Input-Output (ICIO) tables, patent data, mergers and acquisitions (M&A) transactions, cross-country micro-distributed data and firm-level balance sheet data. It identifies the boundaries of this industrial ecosystem including connected sectors (e.g. upstream and downstream) as well as knowledge and technology providers (e.g. universities or the digital industry). The paper documents emerging trends at the geographical and technological levels and provides a comprehensive assessment of the ecosystem’s changing microstructure, with a growing role of young and digital-intensive companies. Finally, it provides recommendations for effective public policies to support the automotive ecosystem, with a focus on innovation, competition and the growth of young firms.
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  • 75
    Language: English
    Pages: 1 Online-Ressource (57 p.) , 21 x 28cm.
    Series Statement: OECD Economics Department Working Papers no.1749
    Keywords: Economics
    Abstract: This paper reviews different methods for assessing and comparing across countries the impact of climate change mitigation policies and policy packages on emissions. Broadening and deepening past and recent mitigation policies’ stocktaking efforts, as well as mapping them to their emission base, is key to comparing pricing and non-pricing policies and feed comparable information to ex-post empirical and ex-ante analytical models. Ex-post empirical approaches can provide benchmark estimates of policies' effectiveness from past data and furnish key parameter estimates to calibrate ex-ante analytical models (partial equilibrium, general equilibrium and integrated assessment models). Moreover, they can complement ex-ante analytical models by empirically validating their assumptions and informing models’ choices. Ex-ante analytical modelling are well suited to provide long-term forward-looking projections also on yet-to-be implemented policies. Sector specific models, such as energy system models, are well suited for a granular assessment of the impact on emissions of a wide range of price- and non-price-based policies. Outputs from the ex-ante sector-specific models can then feed into a Computable General Equilibrium model to quantify the effect of individual policies and policy packages on emissions, taking into account second order effects and reducing the risk of double counting the effect of policies.
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  • 76
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (88 p.) , 21 x 28cm.
    Series Statement: OECD Regional Development Papers no.40
    Keywords: Sustainable Development Goals ; Rhein-Neckar-Gebiet ; Urban, Rural and Regional Development ; Germany
    Abstract: To achieve its vision to become one of the most attractive and competitive regions in Europe by 2025, the Rhine-Neckar Metropolitan Region put in place eleven fields of action that promote sustainability across policy areas, such as sustainable and needs-based mobility, regional innovation promotion, regional energy transition and education of the future. This report offers guidance on how the metropolitan region could harness the SDGs as an integrated framework to address its main challenges, including climate change, the impacts of digitalisation on the labour market, territorial disparities among urban and rural areas as well as the co-ordination of actors and policies across three different federal states, notably on funding.
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  • 77
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (10 p.) , 21 x 28cm.
    Series Statement: OECD Policy Responses to Coronavirus (COVID-19)
    Parallel Title: Parallele Sprachausgabe L’avenir de la télémédecine après le COVID-19
    Keywords: E-Health ; Coronavirus ; OECD-Staaten ; Social Issues/Migration/Health
    Abstract: The use of telemedicine, or remote clinical consultations, was limited in most OECD countries before the COVID-19 pandemic, held back by regulatory barriers and hesitancy from patients and providers. In early 2020, as COVID-19 massively disrupted in-person care, governments moved quickly to promote the use of telemedicine. The number of teleconsultations skyrocketed, playing a vital role in maintaining access to care, but only partly offsetting reductions in in-person care. This brief describes how governments scaled up remote care during the pandemic and explores the impact that this massive shift to remote care has had on health care system performance.
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  • 78
    Language: English
    Pages: 1 Online-Ressource (42 p.) , 21 x 28cm.
    Series Statement: OECD Business and Finance Policy Papers no.24
    Keywords: Open Banking ; Finanztechnologie ; Daten ; OECD-Staaten ; Welt ; Finance and Investment
    Abstract: Data sharing arrangements are evolving from open banking to open finance. This next stage of the evolution builds upon existing frameworks to expand data access and data source sharing beyond payment/transaction data, while also including other areas of financial activity (e.g. insurance). This paper analyses the different types of data sharing frameworks currently available in OECD and non-OECD member countries. It examines the specific rules and conditions of such frameworks around data access and sharing, consumer safeguards, and operational and technical specifications. It also discusses learnings from existing frameworks on the impact that such arrangements have had on customers and financial markets.
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  • 79
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (59 p.) , 21 x 28cm.
    Series Statement: OECD Business and Finance Policy Papers no.23
    Keywords: Impact Investment ; Umweltmanagement ; Auslandsinvestition ; Investitionspolitik ; ASEAN-Staaten ; Finance and Investment
    Abstract: This paper analyses the efforts made by the governments of the Association of Southeast Asian Nations (ASEAN) to attract sustainable investment and how they can further promote investment benefits for social and environmental objectives. It uses the OECD’s flagship tools on investment and responsible business conduct, and builds on the OECD’s strong collaboration on investment with ASEAN. Aiming to help ASEAN Member States in their efforts to implement the sustainable investment component of the ASEAN Comprehensive Recovery Framework, this paper provides indicators to measure the sustainability impacts of foreign direct investment, benchmarks investment policy reforms and investment promotion priorities, and suggests ways to enable responsible business conduct and policy initiatives to foster green investment.
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  • 80
    ISBN: 9789264575349 , 9789264989726 , 9789264919990
    Language: English
    Pages: 1 Online-Ressource (319 p.) , 21 x 28cm.
    Series Statement: OECD/G20 Base Erosion and Profit Shifting Project
    Parallel Title: Parallele Sprachausgabe Prévention de l’utilisation abusive des conventions fiscales – Cinquième rapport d’examen par les pairs sur le chalandage fiscal : Cadre Inclusif sur le BEPS : Action 6
    Keywords: Doppelbesteuerung ; Internationales Steuerrecht ; Steuervermeidung ; OECD-Staaten ; G20-Staaten ; Taxation
    Abstract: Under the BEPS Action 6 minimum standard on treaty shopping, members of the OECD/G20 Inclusive Framework on BEPS have committed to strengthen their tax treaties by implementing anti-abuse measures. This report reflects the outcome of the fifth peer review of the implementation of the BEPS Action 6 minimum standard on treaty shopping. It includes the aggregate results of the review and data on tax treaties concluded by the members of the OECD/G20 Inclusive Framework on BEPS as of 31 May 2022, as well as jurisdictional sections which contain detailed information for each member jurisdiction.
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  • 81
    ISBN: 9789264684928
    Language: English
    Pages: 1 Online-Ressource (132 p.) , 16 x 23cm.
    Series Statement: Global Forum on Transparency and Exchange of Information for Tax Purposes
    Keywords: Steuer ; Finanzverwaltung ; Internationale Zusammenarbeit ; Albanien ; Taxation ; Albania
    Abstract: This publication presents the results of the Second Round Peer Review on the Exchange of Information on Request for Albania.
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  • 82
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264817104 , 9789264448841 , 9789264562318
    Language: English
    Pages: 1 Online-Ressource (120 p.) , 21 x 28cm.
    Series Statement: West African Studies
    Parallel Title: Parallele Sprachausgabe Urbanisation et conflits en Afrique du Nord et de l'Ouest
    Keywords: Urbanisierung ; Politischer Konflikt ; Ländlicher Raum ; Westafrika ; Development
    Abstract: North and West Africa are undergoing rapid urbanisation. While cities and urban areas have always been sites of conflict, given their political and economic importance, many insurgencies, rebellions and separatist movements are associated with rural areas. Has increased urbanisation led to increased conflict in cities or do conflicts stay predominantly rural? Combining a regional and local perspective, this report examines and maps the rural-urban geography of conflict in North and West Africa since the late 1990s. A qualitative analysis of ten cities helps to illuminate the local sources of conflict. At a time of increasing violence in West Africa, the report lays out a solid foundation for policy makers, experts and researchers to develop more security and development place-based policies.
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  • 83
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264476417 , 9789264527607 , 9789264551015
    Language: English
    Pages: 1 Online-Ressource (168 p.) , 21 x 28cm.
    Keywords: Auslandsinvestition ; KMU ; OECD-Staaten ; EU-Staaten ; Finance and Investment ; Industry and Services
    Abstract: Strengthening linkages between foreign direct investment (FDI) and small and medium-sized enterprises (SMEs) is important to boost productivity and innovation across countries and regions in the OECD and beyond. This policy toolkit offers policy advice to national and subnational governments on how to increase knowledge and technology benefits from FDI on domestic SMEs and the local economy. It presents a conceptual framework for understanding the main enabling conditions and diffusion channels of FDI-SME linkages and spillovers, and a set of diagnostic tools to assess the spillover potential. It also provides an assessment tool for policy and institutional frameworks enabling FDI-SME linkages. This toolkit benefits from insights of a pilot mapping of policy initiatives across the 27 EU Member States, which are described in the second part of the report.
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  • 84
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (60 p.) , 21 x 28cm.
    Series Statement: ITF Roundtable Reports no.190
    Keywords: Kommunale Verkehrspolitik ; Stadtverkehr ; Öffentlicher Nahverkehr ; Coronavirus ; Welt ; Transport
    Abstract: The Covid-19 pandemic has changed how people live and move, especially in urban environments. As many cities transition towards living with the virus, this presents challenges and opportunities to create more sustainable, resilient and equitable transport systems. This report explores how urban mobility changed during the pandemic, focusing on changes in how people work. Based on a review of international best practices, the report provides recommendations for better urban mobility in a post-Covid world.
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  • 85
    ISBN: 9789264613287
    Language: English
    Pages: 1 Online-Ressource (128 p.) , 16 x 23cm.
    Series Statement: Global Forum on Transparency and Exchange of Information for Tax Purposes
    Keywords: Steuer ; Finanzverwaltung ; Internationale Zusammenarbeit ; Nigeria ; Taxation ; Nigeria
    Abstract: This publication presents the results of the Second Round Peer Review on the Exchange of Information on Request for Nigeria.
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  • 86
    ISBN: 9789264399945 , 9789264908703 , 9789264869707
    Language: English
    Pages: 1 Online-Ressource (175 p.) , 21 x 28cm.
    Keywords: Social Issues/Migration/Health
    Abstract: Many OECD governments regularly identify violence against women as the top gender equality issue their country faces. Yet in all countries, addressing this multifaceted issue presents serious governance and implementation challenges as victims/survivors have complex needs both during and after experiences of violence. Different service delivery providers such as health, justice, housing and social protection must work together seamlessly – across governmental and non-governmental providers – to provide an effective response. This report presents a stocktaking of OECD governments’ efforts to integrate service delivery to address the most prevalent form of gender-based violence against women: intimate partner violence. It presents an overview of different strategies for coordinating key services commonly offered in OECD countries: healthcare, justice, housing, child services, income support, and preventative programmes to stop the reoccurrence of violence. Based on extensive feedback from 35 out of 38 OECD countries and a consultation with non-governmental service providers, this report identifies best practices and investigates the barriers to resolving one of the most pressing human rights issues in OECD countries today.
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  • 87
    ISBN: 9789264951983
    Language: English
    Pages: 1 Online-Ressource (21 p.) , 21 x 28cm.
    Keywords: Umweltbewusstsein ; Umweltorganisation ; Umweltpolitik ; Energiekonsum ; Privater Konsum ; Indien ; G20-Staaten ; Energy ; Environment ; India
    Abstract: India, the Lifestyle for Environment (LiFE) initiative aims to encourage the adoption of sustainable lifestyles in India and internationally to tackle the challenges of environmental degradation and climate change. This report examines how India has integrated several policies in its energy transition strategy that are aligned with the LiFE initiative, highlighting the potential for behavioural change and consumption choices to help advance energy transitions globally. It then analyses the impact on energy consumption, costs and emissions of measures like those proposed by the LiFE initiative, such as buying an EV or taking public transport, if they were adopted globally. Finally, it considers how India’s first G20 Presidency could strengthen the LiFE initiative by anchoring it in the G20’s current framing of energy transitions and initiating processes to gather experience and best practices of policies and programmes that G20 members are already conducting.
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  • 88
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264424982 , 9789264458918 , 9789264745315
    Language: English
    Pages: 1 Online-Ressource (135 p.) , 21 x 28cm.
    Series Statement: Connecting People with Jobs
    Keywords: Arbeitsmarktpolitik ; Wirkungsanalyse ; Finnland ; Employment ; Finland
    Abstract: This report uses rich administrative data from different registers in Finland to evaluate the impact of two types of training available to jobseekers: labour market training; and self-motivated training. Training outcomes are examined that go beyond the probability of employment and how different population groups are affected. The report also assesses the framework for impact evaluation of active labour market policies (ALMPs) in Finland, covering the whole cycle of evidence-based policy making from strategy and planning of evaluations, resources, data collection and evaluation methodologies to dissemination of evidence and use in policy making. Finally, the report makes recommendations for improving the effectiveness of Finland’s ALMPs and strengthening the capacity of the Finnish authorities in conducting ALMP impact evaluations. This report is the eleventh in a series of country reports on policies to connect people with better jobs. It was produced as part of the OECD’s project with the European Commission which aims to raise the quality of the data collected and their use in the evaluation of the effectiveness of ALMPs.
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  • 89
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264843240
    Language: English
    Pages: 1 Online-Ressource (20 p.) , 21 x 28cm.
    Series Statement: EU Country Cancer Profiles
    Parallel Title: Parallele Sprachausgabe Länderprofile Krebs: Deutschland 2023
    Keywords: Krebskrankheit ; Gesundheitsvorsorge ; Gesundheitsrisiko ; Gesundheitsversorgung ; Gesundheit ; Deutschland ; Social Issues/Migration/Health ; Germany ; Statistik ; Amtliche Publikation
    Abstract: This profile identifies strengths, challenges and specific areas of action on cancer prevention and care in Germany as part of the European Cancer Inequalities Registry, a flagship initiative of Europe’s Beating Cancer Plan. It provides a short synthesis of: the national cancer burden; risk factors for cancer (focusing on behavioural and environmental risk factors); early detection programmes; and cancer care performance (focusing on accessibility, care quality, costs and the impact of COVID-19 on cancer care).
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  • 90
    ISBN: 9789264779563 , 9789264963900 , 9789264706507
    Language: English
    Pages: 1 Online-Ressource (143 p.) , 21 x 28cm.
    Series Statement: OECD Public Governance Reviews
    Keywords: Science and Technology ; Governance ; Latvia
    Abstract: This report presents a case study of applying the OECD anticipatory innovation governance framework to develop and manage anticipatory innovation ecosystems as vehicles for knowledge generation, innovation governance and co-ordinated action to achieve policy goals. Part I establishes the case for anticipatory innovation ecosystems and sets out how they can be governed through a multi-level approach. In Part II, opportunities and challenges for applying this approach in the Latvian context are identified, and recommendations are made for developing anticipatory innovation ecosystems in Latvia.
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  • 91
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264323131 , 9789264966017 , 9789264323186
    Language: English
    Pages: 1 Online-Ressource (86 p.) , 21 x 28cm.
    Series Statement: Corporate Governance
    Keywords: Corporate Governance ; Umweltmanagement ; Nachhaltigkeit ; Lateinamerika ; Governance
    Abstract: This report serves to support the development of Latin America’s legal and regulatory frameworks for sustainability disclosure, the responsibilities of company boards and shareholder rights. The report presents the results of two OECD surveys on sustainability practices of listed companies and asset managers in the region. It also draws upon an OECD dataset on the current trends and features of corporate sustainability at the global level.
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  • 92
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264612785
    Language: English
    Pages: 1 Online-Ressource (20 p.) , 21 x 28cm.
    Series Statement: EU Country Cancer Profiles
    Parallel Title: Parallele Sprachausgabe Kræftlandeprofil: Danmark 2023
    Keywords: Krebskrankheit ; Gesundheitsvorsorge ; Gesundheitsrisiko ; Gesundheitsversorgung ; Gesundheit ; Dänemark ; Social Issues/Migration/Health ; Denmark ; Statistik ; Amtliche Publikation
    Abstract: This profile identifies strengths, challenges and specific areas of action on cancer prevention and care in Denmark as part of the European Cancer Inequalities Registry, a flagship initiative of Europe’s Beating Cancer Plan. It provides a short synthesis of: the national cancer burden; risk factors for cancer (focusing on behavioural and environmental risk factors); early detection programmes; and cancer care performance (focusing on accessibility, care quality, costs and the impact of COVID-19 on cancer care).
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  • 93
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264758155 , 9789264484566 , 9789264420038
    Language: English
    Pages: 1 Online-Ressource (180 p.) , 21 x 28cm.
    Series Statement: OECD Health Policy Studies
    Keywords: E-Health ; Coronavirus ; OECD-Staaten ; Social Issues/Migration/Health
    Abstract: The use of telemedicine was quite limited in most OECD countries before the COVID-19 pandemic, held back by regulatory barriers and hesitancy from patients and providers. In early 2020, as COVID-19 massively disrupted in-person care, governments moved quickly to promote the use of telemedicine. The number of teleconsultations skyrocketed, playing a vital role in maintaining access to care, but only partly offsetting reductions in in-person care. This report provides an overview of the use of telemedicine in OECD countries, describing how governments scaled up remote care during the pandemic and exploring the impact that this massive shift to remote care has had on health care system performance. Telemedicine may be here to stay, but questions remain concerning how to regulate its use, how to pay for it, how to integrate it with in-person care, and how to make sure that it constitutes good value for money for all. This report puts forth priorities for policy makers to inform the discussion and to promote the best use of remote care services in the future.
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  • 94
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264543119
    Language: English
    Pages: 1 Online-Ressource (20 p.) , 21 x 28cm.
    Series Statement: EU Country Cancer Profiles
    Parallel Title: Parallele Sprachausgabe Syöpäprofiilit: Suomi 2023
    Keywords: Krebskrankheit ; Gesundheitsvorsorge ; Gesundheitsrisiko ; Gesundheitsversorgung ; Gesundheit ; Finnland ; Social Issues/Migration/Health ; Finland ; Statistik ; Amtliche Publikation
    Abstract: This profile identifies strengths, challenges and specific areas of action on cancer prevention and care in Finland as part of the European Cancer Inequalities Registry, a flagship initiative of Europe’s Beating Cancer Plan. It provides a short synthesis of: the national cancer burden; risk factors for cancer (focusing on behavioural and environmental risk factors); early detection programmes; and cancer care performance (focusing on accessibility, care quality, costs and the impact of COVID-19 on cancer care).
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  • 95
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264335257 , 9789264734159 , 9789264355200
    Language: English
    Pages: 1 Online-Ressource (95 p.) , 21 x 28cm.
    Series Statement: Ageing and Employment Policies
    Keywords: Lebenslanges Lernen ; Erwachsenenbildung ; Weiterbildung ; OECD-Staaten ; Social Issues/Migration/Health ; Employment
    Abstract: The deep and rapid changes in the world of work driven by the digital and green transformations as well as population ageing have been associated with greater job instability, with potential costs for companies, workers and society. The unprecedented labour and skill shortages that emerged during the recovery from the COVID-19 pandemic have raised further the importance of developing and retaining talent. In the context of a more age-diverse workforce, addressing this challenge will require better working conditions, greater investments in training and tackling difficulties in reconciling work with health issues and caring responsibilities. This report presents evidence on recent trends in job tenure and employee turnover, how they have changed due to the COVID-19 shock and sheds light on why employees quit their jobs. It identifies key employer and public policies that can support increased employment retention through better job quality, health at the workplace, and training and skills.
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  • 96
    Online Resource
    Online Resource
    Paris : OECD Publishing
    ISBN: 9789264847422
    Language: English
    Pages: 1 Online-Ressource (20 p.) , 21 x 28cm.
    Series Statement: EU Country Cancer Profiles
    Parallel Title: Parallele Sprachausgabe Pregled trendova i stanja zdravstvene skrbi u području raka po zemljama: Hrvatska 2023
    Keywords: Krebskrankheit ; Gesundheitsvorsorge ; Gesundheitsrisiko ; Gesundheitsversorgung ; Gesundheit ; Kroatien ; Social Issues/Migration/Health ; Croatia ; Statistik ; Amtliche Publikation
    Abstract: This profile identifies strengths, challenges and specific areas of action on cancer prevention and care in Croatia as part of the European Cancer Inequalities Registry, a flagship initiative of Europe’s Beating Cancer Plan. It provides a short synthesis of: the national cancer burden; risk factors for cancer (focusing on behavioural and environmental risk factors); early detection programmes; and cancer care performance (focusing on accessibility, care quality, costs and the impact of COVID-19 on cancer care).
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  • 97
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (86 p.) , 21 x 28cm.
    Series Statement: OECD Social, Employment and Migration Working Papers no.284
    Keywords: Künstliche Intelligenz ; Arbeitsvermittlung ; Matching ; Employment ; Social Issues/Migration/Health
    Abstract: While still in its infancy, Artificial Intelligence (AI) is increasingly used in labour market matching, whether by private recruiters, public and private employment services, or online jobs boards and platforms. Applications range from writing job descriptions, applicant sourcing, analysing CVs, chat bots, interview schedulers, shortlisting tools, all the way to facial and voice analysis during interviews. While many tools promise to bring efficiencies and cost savings, they could also improve the quality of matching and jobseeker experience, and even identify and mitigate human bias. There are nonetheless some barriers to a greater adoption of these tools. Some barriers relate to organisation and people readiness, while others reflect concerns about the technology and how it is used, including: robustness, bias, privacy, transparency and explainability. The present paper reviews the literature and some recent policy developments in this field, while bringing new evidence from interviews held with key stakeholders.
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  • 98
    Language: English
    Pages: 1 Online-Ressource (41 p.) , 21 x 28cm.
    Series Statement: OECD Science, Technology and Industry Policy Papers no.142
    Keywords: Science and Technology ; Economics ; Trade ; Industry and Services
    Abstract: Policy makers are increasingly grappling with the stability implications of global value chains (GVCs), as widespread supply shortages following the COVID-19 pandemic and the Russian Federation’s large-scale aggression against Ukraine have disrupted the economic recovery and contributed to high inflation. This paper provides a tool to assess vulnerabilities in GVCs by drawing a detailed map of dependencies based on new indicators constructed from the OECD Inter-Country Input-Output tables. The key findings are as follows. First, GVC dependencies increase with both the size of foreign exposures and the length of foreign value chains. Second, in some industries, such as the automotive and ICT industries, vulnerabilities from high GVC dependence are amplified by high geographic concentration of suppliers or buyers. Third, the People’s Republic of China is the most critical choke point in GVCs across a broad range of industries, both as a dominant supplier and as a dominant buyer.
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  • 99
    Language: English
    Pages: 1 Online-Ressource (55 p.) , 21 x 28cm.
    Series Statement: OECD Social, Employment and Migration Working Papers no.287
    Keywords: Employment ; Science and Technology
    Abstract: This report provides representative, cross-country estimates of the artificial intelligence (AI) workforce across OECD countries. The AI workforce is defined as the subset of workers with skills in statistics, computer science and machine learning who could actively develop and maintain AI systems. For countries that wish to be at the forefront of AI development, understanding the AI workforce is crucial to building and nurturing a talent pipeline, and ensuring that those who create AI reflect the diversity of society. This report uses data from online job vacancies to measure the within-occupation intensity of AI skill demand. The within-occupation AI intensity is then weighted to employment by occupation in labour force surveys to provide estimates of the size and growth of the AI workforce over time.
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  • 100
    Online Resource
    Online Resource
    Paris : OECD Publishing
    Language: English
    Pages: 1 Online-Ressource (45 p.) , 21 x 28cm.
    Series Statement: OECD Trade Policy Papers no.268
    Keywords: Energy ; Trade
    Abstract: Government support for industrial firms can come in many different forms and through a range of channels, varying in complexity. A particularly challenging form of support is energy inputs offered to industrial producers at below-market prices. To improve understanding about the scope and scale of such support, this report examines an illustrative sample of 33 companies and their subsidiaries operating in energy-intensive industries, namely aluminium smelting, steelmaking, chemicals (including fertilisers), and cement. Most of the energy subsidies identified appear to concern the provision of natural gas and electricity at below-market rates, resulting in an average subsidy of USD 0.4-1.3 per million British thermal units and USD 0.02-0.03 per kWh, respectively, over the period 2010-20. In some cases, estimates indicate that subsidies are a multiple of firms’ energy costs, suggesting a sizable impact on firms’ profits and operating margins. The results have important policy implications for efforts to better discipline industrial subsidies in the WTO and elsewhere, notably in relation to how to ensure policy transparency in a context where large energy providers tend to be majority owned by governments.
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