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1 | **Pre and post 2010 data in green | **Highlighting surveys that survey minors (under 18) | ** Surveys w/ sample sizes > 1,500 per country/year are highlighted in green ** Surveys w/ smaple sizes < 1,500 per country/year in red | **Data estimates in yellow **Data aggregators in blue **Collect their own data in green | **Self-report in yellow **Behavioral data in blue | |||||||||||||||||||||||||||
2 | Name | Years | Data Collection Frequency | Age Range | Avg Sample Size | Data Collection Method | Countries | Measures Covered | Notes On Measurement | Strengths | Limitations | Includes Tech Variables? | Tech Variable Details | Includes Edtech Variables? | Includes Parental Tech Use? | Includes Play/Outdoor Activity? | State Specific? (US) | |||||||||||||||
3 | Programme for International Student Assessment | 2000-Present | Every 3 years | 15-years-old | Around 500,000 students per cycle | Paper-based and computer-based tests, questionnaires | Over 80 countries including OECD member countries and partner countries across Europe, Asia, North and South America, and Africa | Academic performance, self-reported well-being, life satisfaction, attitudes towards learning, school environment They have 6 items on school alienation that began in 2000. Life sat did not begin until 2020 | Self-report | Large, representative sample size; comprehensive data on academic and well-being measures; consistent data collection over time; international coverage | Focuses primarily on academic performance; well-being measures added later and may not provide long historical trends | Yes | Computer use at school and home, internet access, digital device availability for learning | Yes | Partial | No | N/A | |||||||||||||||
4 | Health Behavior in School Age Children Survey | 1983 - Present | Every 4 years | 11, 13, and 15-year-olds | Approximately 200,000 students per cycle | School-based surveys, self-completed questionnaires | 50+ countries. Primarily European countries, with participation from North America (USA, Canada) and other regions | Health behaviors, physical health, mental health, life satisfaction, social context, school environment | Self-report | Long history of data collection; detailed focus on health behaviors and well-being; large and diverse sample across many countrie | Yes | Screen time (TV, computer, gaming), internet use, social media engagement, and digital device usage patterns among school-age children | No | Partial | Yes | N/A | ||||||||||||||||
5 | Global Minds Dataset | 2019-present | Annually | Adults aged 18 and over | ~500,000 per year | Online survey | Over 71 countries | Six dimensions of mental well-being | Self-report | Partial | Limited information provided; dataset spans 71 countries suggesting potential technology-related measures, but specifics unknown without full documentation | No | No | No | N/A | |||||||||||||||||
6 | World Values Survey | 1981 - Present | Every 5 years | Adults aged 18 and over | Approximately 1,000 to 3,500 respondents per country per wave | Face-to-face and telephone interviews, online surveys | Over 100 countries globally | Social values, cultural norms, political beliefs, life satisfaction, happiness, trust in institutions, mental health | Self-report | Partial | Limited technology questions; focuses on internet use, trust in technology, and technology's impact on society rather than comprehensive tech adoption metrics | No | No | No | N/A | |||||||||||||||||
7 | International Survey of Children's Well-Being (ISCWeB) | 2009 - Present | Every 3-4 years | Children aged 8, 10, and 12 | Approximately 1,000 to 3,000 children per country per wave | School-based surveys, self-administered questionnaires | Over 30 countries globally | Life satisfaction, happiness, family and peer relationships, school environment, safety, mental health | Self-report | Partial | Screen time and digital device usage measured as part of lifestyle and daily activities assessment | No | No | Yes | N/A | |||||||||||||||||
8 | Eurobarometer | 1974 - Present | Every 2 years | Adults aged 15 and over | Approximately 1,000 respondents per country per wave | Face-to-face and telephone interviews | European Union member states, candidate countries, and some neighboring countries | Public opinion on a wide range of topics including social attitudes, political preferences, life satisfaction, trust in institutions, health | Self-report | Partial | Eurobarometer surveys include some questions about internet usage, digital skills, and technology adoption, but these are not a primary focus of the dataset. | No | No | No | N/A | |||||||||||||||||
9 | European Social Survey | 2002 - Present | Every 2 years | Adults aged 15 and over | Approximately 1,500 to 2,000 respondents per country per wave | Face-to-face interviews | Over 30 European countries | Social attitudes, mental health, life satisfaction, political participation, trust in institutions, social exclusion | Self-report | Partial | Limited variables on internet use and digital engagement; not a primary focus of the survey | No | No | No | N/A | |||||||||||||||||
10 | The Gallup World Poll | 2005 - Present | Annually | Adults aged 15 and over | Approximately 1,000 respondents per country per year | Telephone and face-to-face interviews | Over 150 countries | Life evaluation, emotional well-being, economic well-being, social support, health, employment | Self-report | Partial | Limited technology-related questions on internet access and mobile phone ownership; not a primary focus | No | No | No | N/A | |||||||||||||||||
11 | Global School-based Student Health Survey (GSHS) | 2003 - Present | Every 3-5 years | School-aged children (typically 13-17 years old) | Varies by country, typically thousands of students per survey | School-based surveys, self-administered questionnaire | Over 90 countries globally | Health behaviors, mental health, physical health, protective factors, substance use | Self-report | Self-reported data may introduce biases; not all countries participate in every survey cycl | Partial | Limited variables on screen time and electronic device use, primarily in context of sedentary behavior and sleep patterns | No | No | Yes | N/A | ||||||||||||||||
12 | International Social Survey Program | 1984 - Present | Annually | Adults aged 18 and over | Approximately 1,000 to 2,000 respondents per country per year | Face-to-face interviews, telephone interviews, online surveys | Over 40 countries, primarily in Europe, North America, and Asia | Social attitudes, mental health, life satisfaction, work-life balance, social support | Each year, the ISSP focuses on a specific topic, creating a thematic module that is added to national surveys conducted by member countries. So, you cannot always find the year-to-year trends you want Self-report | Longitudinal data with broad international coverage; consistent methodology; detailed measures of social and mental well-being | Smaller sample sizes per country; primarily adult-focused, with limited data on youth and young adults | Partial | Limited technology variables; primarily focuses on attitudes toward science and technology rather than technology use behaviors | No | No | No | N/A | |||||||||||||||
13 | IPSOS Happiness Survey | 2011 - Present | Annually | Adults aged 18 and over | Approximately 1,000 respondents per country per year | Online surveys | Over 30 countries | Focuses on self-reported happiness and life satisfaction; consistent measures across waves | Self-report | No | None | No | No | No | N/A | |||||||||||||||||
14 | The World Mental Health Survey Initiative (WMHSI) | 2000 - Present | Varies by country, typically every 5-10 years | Adults aged 18 and over | Typically 5,000 to 20,000 respondents per survey | Face-to-face interviews using standardized diagnostic instruments | Over 30 countries globally | Prevalence and incidence of mental disorders, risk factors, treatment and service use | Self-report | No | None | No | No | No | N/A | |||||||||||||||||
15 | European Quality of Life Survey (EQLS) | 2003 - Present | Every 4-5 years | Adults aged 18 and over | Approximately 1,000 to 2,000 respondents per country per wave | Face-to-face interviews | European Union member states and candidate countries | Quality of life, happiness, life satisfaction, work-life balance, health, housing, social inclusion, economic security | Self-report | No | None | No | No | No | N/A | |||||||||||||||||
16 | The Global Burden of Disease | 1990 - Present | Annually | All ages | These are estimates, not its own sampling/data | Compilation of data from various sources including health records, surveys, and statistical models | Global | Disability-adjusted life years (DALYs), years of life lost (YLLs), years lived with disability (YLDs), prevalence and incidence of mental health conditions | Both self-report and behavioral | No | None | No | No | No | N/A | |||||||||||||||||
17 | WHO Global Health Estimates | 2000 - Present | Periodically (every few years) | All ages | Compilation and analysis of data from health records, surveys, statistical models | Global coverage | Disability-adjusted life years (DALYs), years of life lost (YLLs), years lived with disability (YLDs), prevalence and incidence of diseases, including mental health | Behavioral data | No | None | No | No | No | N/A | ||||||||||||||||||
18 | WHO Mortality Database | 1950 - Present | Annually | All ages | Global dataset, aggregates mortality data from multiple sources | Compilation of national death registration dat | Global coverage, with data from virtually every country | Mortality rates, causes of death, including mental health-related deaths (e.g., suicides) | Behavioral data | No | None | No | No | No | N/A | |||||||||||||||||
19 | Eurostat | 1953 - Present | Varies by dataset (monthly, quarterly, annually) | All ages, depending on the specific datase | Varies by dataset | Compilation of data from national statistical offices | European Union member states and some additional European countries | Economic indicators, health statistics, social indicators, including mental health data | Both self-report and behavioral | Partial | Eurostat includes some ICT (Information and Communication Technology) usage statistics, internet access rates, and digital skills indicators, but coverage is limited and not comprehensive across all tech domains. | No | No | No | N/A | |||||||||||||||||
20 | World Health Organization (WHO) Mental Health Atlas | 2001 - Present | Every 3-5 years | All ages | Global dataset, aggregates data from multiple source | Surveys completed by national health authorities | Global coverage, with data from virtually every country | Mental health policies, services, resources, infrastructure | Behavioral data | No | None | No | No | No | N/A | |||||||||||||||||
21 | OECD Health Statistics | 1980 - Present | Annual updates | All ages, with specific indicators for different age groups | Varies by indicator and country | Aggregation of national health data and statistics | OECD member countries and some partner countries | Health status, health care resources, health expenditure, health behaviors, mental health | Includes indicators on mental health services, prevalence of mental health conditions, and health outcomes Behavioral data | No | None | No | No | No | N/A | |||||||||||||||||
22 | Survey of Health, Ageing and Retirement in Europe (SHARE) | 2004 - Present | Every 2 years | Adults aged 50 and over | Approximately 85,000 respondents per wave | Face-to-face interviews, questionnaires | Over 20 European countries | Health status, physical and mental health, socioeconomic status, social networks, life satisfaction, employment, retirement | Behavioral data | Partial | Internet use and computer skills among older adults; no comprehensive technology adoption metrics | No | No | No | N/A | |||||||||||||||||
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