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This survey covers topics about gender dynamics and norms, unpaid caregiving, and life during the COVID-19 pandemic. Aggregated data from the inaugural 2020 edition is available publicly on Humanitarian Data Exchange. De-identified microdata is also available to eligible nonprofits and universities through Facebook\u2019s Data for Good program. For more information, please email dataforgood@fb.com. Results from a Wave 2 (2021) edition will be available in late 2021."},"study_info":{"abstract":"Facebook\u2019s Survey on Gender Equality at Home generates a global snapshot of women and men\u2019s access to resources, their time spent on unpaid care work, and their attitudes about equality. This survey covers topics about gender dynamics and norms, unpaid caregiving, and life during the COVID-19 pandemic. Aggregated data is available publicly on Humanitarian Data Exchange (HDX). De-identified microdata is also available to eligible nonprofits and universities through Facebook\u2019s Data for Good (DFG) program. For more information, please email dataforgood@fb.com.","coll_dates":[{"start":"2020-07","end":"2020-07","cycle":""}],"nation":[{"name":"World","abbreviation":"WLD"}],"geog_coverage":"This survey is fielded once a year in over 200 countries and 60 languages. The data can help researchers track trends in gender equality and progress on the Sustainable Development Goals.","analysis_unit":"- Public Aggregate Data on HDX: country or regional levels\n- De-identified Microdata through Facebook Data for Good program: Individual level","universe":"The survey was fielded to active Facebook users.","data_kind":"Sample survey data [ssd]","notes":"This survey covers topics about gender dynamics and norms, unpaid caregiving, and life during the COVID-19 pandemic."},"method":{"data_collection":{"sampling_procedure":"Respondents were sampled across seven regions:\n- East Asia and Pacific; Europe and Central Asia\n- Latin America and Caribbean\n- Middle East and North Africa\n- North America\n- Sub-Saharan Africa\n- South Asia\n\nFor the purposes of this report, responses have been aggregated up to the regional level; these regional estimates form the basis of this report and its associated products (Regional Briefs). In order to ensure respondent confidentiality, these estimates are based on responses where a sufficient number of people responded to each question and thus where confidentiality can be assured. This results in a sample of 461,748 respondents.\n\nThe sampling frame for this survey is the global database of Facebook users who were active on the platform at least once over the past 28 days, which offers a number of advantages:\nIt allows for the design, implementation, and launch of a survey in a timely manner.\nLarge sample sizes allow for more questions to be asked through random assignment of modules, avoiding respondent fatigue.\nSamples may be drawn from diverse segments of the online population.\nKnowledge of the overall sampling frame allowed for more rigorous probabilistic sampling techniques and non-response adjustments than is typical for online and phone surveys","coll_mode":"Internet [int]","research_instrument":"The survey includes a total of 75 questions, split across into the following sections:\n- Basic demographics and gender norms\n- Decision making and resource allocation across household members\n- Unpaid caregiving\n- Additional household demographics and COVID-19 impact\n- Optional questions for special groups (e.g. students, business owners, the employed, and the unemployed)\n\nQuestions were developed collaboratively by a team of economists and gender experts from the World Bank, UN Women, Equal Measures 2030, and Ladysmith. Some of the questions have been borrowed from other surveys that employ alternative modes of administration (e.g., face-to-face, telephone surveys, etc.); this allows for comparability and identification of potential gaps and biases inherent to Facebook and other online survey platforms. As such, the survey also generates methodological insights that are useful to researchers undertaking alternative modes of data collection during the COVID-19 era.\n \nIn order to avoid \u201csurvey fatigue,\u201d wherein respondents begin to disengage from the survey content and responses become less reliable, each respondent was only asked to answer a subset of questions. Specifically, each respondent saw a maximum of 30 questions, comprising demographics (asked of all respondents) and a set of additional questions randomly and purposely allocated to them.","coll_situation":"This survey is conducted on the Facebook platform bi-annually and implemented in 208 countries and islands in 80 languages. 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In particular, the following components of the total survey error are noteworthy:\n \nSampling error is a natural characteristic of every survey based on samples and reflects the uncertainty in any survey result that is attributable to the fact that not the whole population is surveyed.\n \nOther factors beyond sampling error that contribute to such potential differences are frame or coverage error and nonresponse error.","data_appraisal":"Survey Limitations\nThe survey only captures respondents who: (1) have access to the Internet (2) are Facebook users (3) opt to take this survey through the Facebook platform.\nKnowledge of the overall demographics of the online population in each region allows for calibration such that estimates are representative at this level. However, this means the results only tell us something about the online population in each region, not the overall population. 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