Digital Divide and Educational Inequality in Asia: A Cross-Country Secondary Data Analysis of Connectivity, Access, and Student Achievement (ICPSR 309014)
Abstract
The increasing reliance on digital technologies in education has intensified concerns regarding unequal access to digital resources across countries, particularly in developing regions. While digital connectivity has the potential to enhance learning opportunities, disparities in internet access and technological infrastructure may contribute to unequal educational outcomes. This study examines the relationship between the digital divide and educational inequality in Asia through a cross-country secondary data analysis of connectivity, access, and student achievement. Using publicly available datasets from the World Bank, the Organisation for Economic Co-operation and Development (OECD), and the International Telecommunication Union (ITU), the study analyzes key indicators of internet access, digital infrastructure, student achievement, and educational inequality across selected Asian countries. Descriptive statistics, correlation analysis, and multiple regression models were employed to examine structural associations among variables. The results indicate that internet access is positively associated with student achievement and negatively associated with educational inequality. Digital infrastructure also demonstrates positive associations with educational performance and lower levels of inequality. In contrast, rural population is negatively associated with student achievement and positively associated with educational inequality. Overall, the findings highlight the importance of digital connectivity and technological capacity in shaping both the quality and equity dimensions of education systems across diverse national contexts.
Author Biographies
Mhel Cedric D. Bendo, Polytechnic University of the Philippines–Maragondon Campus
Mhel Cedric D. Bendo is a student researcher and academic writer pursuing a Bachelor of Science in Entrepreneurship at Polytechnic University of the Philippines–Maragondon Campus. His research interests include mobile learning, digital learning environments, AI in education, educational psychology, curriculum studies, educational assessment, and financial technology (FinTech). He serves on the editorial boards of the SIAR-Global Journal of Humanities, Management & Educational Review, SIAR-Global Journal of Literatures & Educational Review, the International Journal of Multidisciplinary Research and Exploration (IJMRE), and the International Journal of Advanced Multidisciplinary Application (IJAMA), and also works as a technical editor for an international academic journal. He is a reviewer for multiple international peer-reviewed journals, including Cogent Education (Taylor & Francis). He is an active researcher who has authored several studies published and forthcoming in international and Scopus-indexed journals, while his research-informed commentary has appeared in national and regional Philippine newspapers, including the Manila Bulletin.
Dr. Domar C. Alviar, National University–Manila
Domar C. Alviar is an Associate Professor at National University–Manila, where he is a 2026 Gawad Pantas awardee. He holds a Master of Development Communication and Doctor of Communication from the University of the Philippines Open University. A CHED-SIKAP scholar, his research interests include development communication, systems thinking, ethnomethodology and conversation analysis (EMCA), media ethics, law, and ethical artificial intelligence in education. He serves on the Steering Committee of the Philippine International Studies Organization (PHISO) and contributes to academic discussions on academic integrity, higher education, and ethical AI. He previously worked in Middle East and North Africa customs relations and international supply management and served as publications and communications editor at Adamson University. He writes the “Inside Academe” column for Tutubi.ph and contributes opinion articles to national broadsheets, including the Philippine Daily Inquirer and other publications.
Survey of Consumer Attitudes and Behavior, September 2005 (ICPSR 35377)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, October 2005 (ICPSR 35378)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, retirement planning, mortgage refinancing, and general feelings. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, August 2005 (ICPSR 35376)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, and retirement planning.
Other topics in this series include ownership, lease, finance and use of automobiles, expectations for future gas prices, and various financial decision-making scenarios. Demographic information includes racial and ethnic origin, sex, age, marital status, household size, and education.
Survey of Consumer Attitudes and Behavior, July 2005 (ICPSR 35375)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, retirement planning, and general feelings. Demographic information includes ethnic origin, sex, age, marital status, and education.
The Mitigating Effects of Telehealth Uptake on Disparities in Maternal Care Access, Quality, Outcomes, and Expenditures, United States, 2018-2022 (ICPSR 39023)
This study explores whether perinatal telehealth uptake has mitigated the pandemic's effects on disparities in maternal care access, quality, and outcomes by race, ethnicity, and rural or urban residence. Research to date has approached this question in several ways. First, researchers have utilized census data to assess whether community-wide broadband infrastructure exists to support the use of telehealth services in areas with high travel times to maternal care units. Findings suggest that socioeconomically disadvantaged communities face significant barriers to maternity care access, both with substantial travel burdens and inadequate digital access to facilitate telehealth services. Second, to examine maternal care quality, researchers have employed South Carolina hospital-based claims data and vital statistics to identify racial, ethnic, and urban/rural disparities in rates of cesarean delivery before and during the COVID-19 pandemic period. Results indicate that cesarean rates differed by rural vs. urban facility locations and racial and ethnic groups but observed disparities were not significantly exacerbated by the pandemic. Third, using South Carolina hospital-based claims data and COVID-19 testing data, researchers found significant racial, ethnic, and rural disparities in postpartum readmissions involving mental health and substance use disorders from childbirth discharge through one year postpartum during the COVID-19 pandemic. Finally, drawing on data from the National COVID Cohort Collaborative (N3C), research has shown that hybrid care increased substantially during the COVID-19 public health emergency, but pregnant people living in rural areas had lower levels of hybrid care than urban people, and individuals who belonged to racial and ethnic minority groups were more likely to have hybrid care than White individuals.
Future research will investigate the impact of the COVID-19 pandemic and perinatal telehealth uptake on additional maternity care and birth outcomes by race, ethnicity, and urbanicity. The study also aims to assess how state-level telehealth policies relate to perinatal telehealth uptake by race, ethnicity, and urbanicity, and to develop a model to predict long-term changes in maternal care access, quality, outcomes, and expenditures, with and without state telehealth policies.
The ICPSR provides variable-level metadata for the data associated with this study. The actual data may only be available from the Principal Investigator directly. The variable descriptions available through ICPSR also include information regarding the source of each variable listed, as does the Data Source field of these metadata.
National Neighborhood Data Archive (NaNDA): Broadband Availability by Census Tract and ZIP Code Tabulation Area (ZCTA) United States, 2025 (ICPSR 302937)
This dataset contains measures of broadband internet availability and performance per United States census tract and ZIP Code Tabulation Area (ZCTA) in 2025. The data is derived from internet service providers' reports to the Federal Communications Commission's Broadband Data Collection (BDC) program. Key variables include the number of internet service providers offering service, the proportion of housing units and land area with access to broadband, download and upload speed categories, low-latency service availability, and technology types for broadband connections.
Broadband availability measures include the proportion of housing units and land area served by any provider, as well as the number of unique providers offering service. Speed measures are categorized into multiple tiers for both download speeds (ranging from less than 10 Mbps to 2000+ Mbps) and upload speeds (ranging from 1 Mbps or less to 100+ Mbps). The dataset also includes combined download/upload speed categories, distinguishing between unserved areas (less than 25/3 Mbps), underserved areas (at least 25/3 Mbps but less than 100/20 Mbps), and served areas (at least 100/20 Mbps). Technology type measures identify the proportion of housing units and land area served by different broadband technologies, including fiber to premises, coaxial cable, copper wire, fixed wireless, and satellite.
Mapping Language Literacy At Scale: A Case Study on Facebook (ICPSR 300445)
Literacy is one of the most fundamental skills for people to access and navigate today’s digital environment. This work systematically studies the language literacy skills of online populations for more than 160 countries and regions across the world, including many low-resourced countries where official literacy data are particularly sparse. Leveraging public data on Facebook, we develop a population-level literacy estimate for the online population that is based on aggregated and de-identified public posts written by adult Facebook users globally, significantly improving both the coverage and resolution of existing literacy tracking data. We found that, on Facebook, women collectively show higher language literacy than men in many countries, but substantial gaps remain in Africa and Asia. Further, our analysis reveals a considerable regional gap within a country that is associated with multiple socio-technical inequalities, suggesting an “inequality paradox” – where the online language skill disparity interacts with offline socioeconomic inequalities in complex ways. These findings have implications for global women’s empowerment and socioeconomic inequalities.
DonorsChoose Open Data, United States, 2002-2019 (ICPSR 37898)
DonorsChoose.org is a crowdfunding website for public school teachers in the United States. Teachers at 84% of public schools have posted a project on the site. This data collection is sourced from the DonorsChoose public website. It includes user and system activity: projects posted by teachers on the website, donations that were applied to those projects, and resources requested for each project. These data cover all projects that were posted from September 2002 to June 30, 2019, and activity on them through December 31, 2019.
The donations data (n=11,377,479; 11 variables) include amount, donor type, and whether the donation was matched.
The resources data (n=13,291,370; 5 variables) include item name, unit price, quantity, and category of resource.
The public-use projects data (n=2,149,817; 28 variables) include title, category, state, grade level, date posted, and a unique identifier for the teacher.
The restricted-use projects data (n=2,149,817; 6 variables) include large open text fields such as the need statement and thank you note.
Electronic Harassment: Assessment, Associations and Policy, Washington, 2013-2015 (ICPSR 36402)
Bullying behaviors are common among adolescents and are associated with numerous negative health and social consequences that can persist into adulthood for victims, bullies and bystanders. More recently, bullying behaviors have migrated to online platforms where they are not well understood and lack standardized definitions. Thus, current efforts to understand prevalence and promote appropriate policies lack a strong evidence base.
By applying Concept Mapping and recruiting participants, including adolescents and professionals representing education, health and the justice system, the study team attempts to fills these gaps by creating a standardized definition of electronic harassment and an associated measurement tool. Further outcomes will include several manuscripts describing the findings submitted to health and social science conferences and journals, and dissemination efforts involving community leaders and local media. Upon successful completion of these objectives the diverse and multidisciplinary research team will disseminate these findings in the public health, education and policy arenas.
Detecting Fentanyl and Major Players in Darknet Drug Markets by Analyzing Drug Networks and Developing a Threat Assessment Tool, Global, 2020-2022 (ICPSR 39131)
Survey of Consumer Attitudes and Behavior, April 2005 (ICPSR 35372)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, retirement planning, recreational vehicle use, financial knowledge, and voting behavior.
Other topics in this series typically include ownership, lease, and use of automobiles, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, June 2005 (ICPSR 35374)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning.
Other topics in this series typically include ownership, lease, and use of automobiles and recreational vehicles, mortgage refinancing, electronic funds, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, March 2005 (ICPSR 35371)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning.
Other topics in this series typically include ownership, lease, and use of automobiles, and respondents' voter registration and voting patterns in the previous year's federal election. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, January 2005 (ICPSR 35369)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2005 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, credit card use, and retirement planning.
Other topics in this series typically include ownership, lease, and use of automobiles, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
Victims of Technology-Facilitated Abuse: Prevalence, Awareness, Dynamics, Help-seeking and Reporting, United States, 2021 (ICPSR 38917)
This study was a cross-sectional, national (United States) survey of victims designed to help law enforcement and policymakers to better understand and respond to technology-facilitated abuse (TFA), including non-consensual pornography, sextortion, and cyberstalking. The specific goals for this study were:
- Provide information on prevalence, offense dynamics, and levels of awareness about TFA among young adults to help inform policy on this issue.
- Develop information on the risk and protective factors associated with TFA victimization to help direct prevention and protection factors.
- Improve understanding of what promotes or prevents help-seeking and police reporting of TFA exposure; and obtain baseline data to allow monitoring of help-seeking improvements over time.
- Assess costs and consequences of TFA victimization to help inform policy prioritizations and better focus intervention among victims.
This study consisted of four phases. In Phase 1, the research team conceptualized and operationalized TFA domains in consultation with subject matter experts. In Phase 2, cognitive interviews were conducted with students and staff from a large state university (n=13). In phase 3, a pilot survey was distributed and data collected from 111 respondents. Phase 4 was the full-scale administration of the final survey. Respondents were Ipsos KnowledgePanel (KP) panelists aged 18-28 (n=2,639). This collection contains only the data from the full survey.
Impact of the Internet and Advertising on Patients and Physicians, 2000-2001: [United States] (ICPSR 3994)
How Couples Meet and Stay Together (HCMST) 2017, 2020, 2022, United States (ICPSR 38873)
Indicators of Sex Trafficking in Online Escort Ads, 7 U.S. states, 2013-2020 (ICPSR 38328)
With the aim of improving precision in sex trafficking victim identification and investigations, this exploratory, mixed-methods study had two objectives: 1) To investigate whether there are indicators that differentiate online escort ads related to sex trafficking from ads for non-trafficked sex work, and 2) if so, to determine which indicators are most likely to predict whether the ad represents a case of sex trafficking.
Research activities took place over a three-year period (2018-2021). First, the research team developed the set of indicators to test based on previous literature and insight from three sets of focus groups: law enforcement and victim advocates, trafficking survivors, and non-trafficked sex workers. Focus groups also provided insight into indicators that may be misinterpreted and into how advertising practices have changed, especially since the passage of FOSTA (Allow States and Victims to Fight Online Sex Trafficking Act) and SESTA (Stop Enabling Sex Traffickers Act), and the shutdown of Backpage.com by the FBI.
Second, the researchers collected investigative file information on closed cases involving escort ads from several locations in the United States, using phone numbers identified in each case to pull associated ads missing from case files from one of three web scraper databases (the MEMEX archive and the active TellFinder and HTI Labs' Law Enforcement Assistant for Dismantling Sex Trafficking Networks (LEADS) web scrapers). The final dataset includes 318 closed commercial sex and massage cases investigated in seven states, with 1,586 unique associated ads covering 35 U.S. states and Ontario, Canada. Researchers also pulled additional ads not present in the case files from the scraper archives to conduct three case studies of trafficking movement patterns, network management, and advertising structures to provide context for the hypothesis test results.
Finally, after analysis of the ad- and case-level data, a second round of focus groups was conducted to obtain each group's responses to the results, advice on interpretation, and input on recommendations.
The case-level (DS1) and ad-level (DS2) quantitative data are currently available in this collection. The qualitative data will be released at a future date. Please refer to the ICPSR README and the study documentation for more information about the files.
Youth Development Study, 1988-2020 [St. Paul, Minnesota] (ICPSR 24881)
The Youth Development Study (YDS) was initiated as a school-based study of adolescent children and their parents to examine the consequences of formative experiences in adolescence for mental health, value formation, educational achievement, and multiple facets of behavioral adjustment. Particular attention was directed to the impacts of early work experience. Data were also obtained about parent-child and peer relationships and experiences in school. As the study continued, the focus shifted to adult development and attainment and, most recently, mid-life adjustment and health. This comprehensive longitudinal study now encompasses three generations: the initial cohort studied from adolescence to mid-life (G2), their parents (G1), and their adolescent children (G3). Data from three generations in the same families enable study of intergenerational relationships and differences in the experience of adolescence and transition to adulthood across parent and child cohorts. The YDS covers a wide range of topics of interest to sociologists, social psychologists, developmental psychologists, and life course scholars, including the development and impacts of agentic resources, socioeconomic attainment, processes of inter- and intra-generational mobility, objective and subjective work conditions, family relationships, intergenerational relationships, mental and physical health, and well-being.
In-school administration of paper surveys during the first four years of the study was supplemented by mailed surveys. Subsequent data collection took place entirely by mail, with 19 surveys conducted between 1988 and 2011. A final survey was conducted on-line in 2019. Survey data was obtained from the parents (G1) of this cohort during the first and fourth waves of the study (1988 and 1991). Surveys of the children (G3) began in 2009, continued in 2010 and 2011 (by mail) and in 2019-2020 (online).
The Youth Development Study measures a wide range of formative experiences and both psychological and behavioral variables, using survey methodology.
The G1 surveys obtained information about socioeconomic background as well as attitudes toward teenage employment, the parents' own employment as teenagers, their current work experiences, and educational expectations for their children.
The G2 surveys during the high school years included detailed questions about students' work and volunteer experiences, as well as experiences in their family, school, and peer groups, with an emphasis on the ways that working affected other life domains, mental health, and well-being. Shorter surveys containing many of the same topics were administered to students in 1992, 1993, and 1994, and included questions about current family and living arrangements. In 1995, a full survey was administered covering the wide range of topics included in previous surveys as well as information about career plans and life events that had occurred in the past five years. G2 Waves 9 through 19 (1997-2011) included many of the same questions contained in earlier surveys and additional sections that focused on the respondents' educational experiences, family relationships, sources of living expenses, and health and well-being. The most recent G2 survey (2019), administered on-line, included questions about support of aging parents. The YDS is unique in its coverage of both objective and subjective work experiences from adolescence to mid-life.
The topics covered by the G3 surveys are very similar to the G2 variables described above. Variables in each G2 and G3 wave are included in cross-wave codebooks, available at the Data Archive Codebook website.
For an overview of the Youth Development Study, see Mortimer, Jeylan T. (2012) "The Evolution, Contributions, and Prospects of the Youth Development Study: An Investigation in Life Course Social Psychology." Social Psychology Quarterly 75(1, March):5-27.
Data Repository For "Local Competition, Multimarket Contact, and Product Quality: Evidence From Internet Service Provision" (ICPSR 192970)
Radicalization on the Internet: Virtual Extremism in the United States, 2015-2017 (ICPSR 37679)
Survey of Consumer Attitudes and Behavior, June 2006 (ICPSR 35386)
Survey of Consumer Attitudes and Behavior, December 2006 (ICPSR 35392)
Survey of Consumer Attitudes and Behavior, November 2005 (ICPSR 35379)
Survey of Consumer Attitudes and Behavior, August 2006 (ICPSR 35388)
Survey of Consumer Attitudes and Behavior, March 2007 (ICPSR 35395)
Survey of Consumer Attitudes and Behavior, February 2007 (ICPSR 35394)
Survey of Consumer Attitudes and Behavior, February 2006 (ICPSR 35382)
Survey of Consumer Attitudes and Behavior, March 2006 (ICPSR 35383)
Survey of Consumer Attitudes and Behavior, April 2006 (ICPSR 35384)
Survey of Consumer Attitudes and Behavior, July 2006 (ICPSR 35387)
National Neighborhood Data Archive (NaNDA): Internet Access by Census Tract and ZIP Code Tabulation Area, United States, 2015-2019 (ICPSR 38559)
East Asian Social Survey (EASS), Cross-National Survey Data Sets: Health and Society in East Asia, 2010 (ICPSR 34608)
Codebook for "Webinars for English Language Teachers During the Pandemic: Global Perspectives on Transitioning to Remote Online Teaching" (ICPSR 161281)
News and America's Kids: How Young People Perceive and Are Impacted by the News, [United States], 2017 (ICPSR 38150)
The goal of this study was to provide a comprehensive picture of how children experience the news: where they get news, how the news makes them feel, and how they perceive the news. This data is from a large-scale, nationally representative, probability-based cross-sectional online survey taken by participants ages 10-18 in 2016. Demographic data include age, gender, and race/ethnicity.
Contents and Contexts of Cyberbullying: An Epidemiologic Study using Electronic Detection and Social Network Analysis, Iowa, 2014-2015 (ICPSR 36991)
Using a multi-methods research design, this study classified the contents of cyberbullying messages, measured their frequency and associations with offline bullying, and examined whether and how peer groups in social networks promote these behaviors.
Beginning in January 2015, 164 adolescents from 2 Iowa middle schools, grades 6 through 8, were surveyed. Two surveys, one at the start of the spring semester and one at the end of spring 2015, gathered self-reported information on perpetration, victimization, and witnessing of online and offline bullying and the structure of peer networks. A total of 77 students furthermore participated in an electronic capture period from January through May 2015. Participant smartphones were equipped with an application that collected incoming and outgoing text messages and Facebook and Twitter activity, and also surveyed them weekly about their bullying experiences. Demographic information collected included age, grade, gender, ethnicity, parents' marital status, household composition, religiosity, and socioeconomic status.
How Internet Access Influences Public Opinion? (ICPSR 152521)
Understanding Online Hate Speech as a Motivator and Predictor of Hate Crime, Los Angeles, California, 2017-2018 (ICPSR 37470)
In the United States, a number of challenges prevent an accurate assessment of the prevalence of hate crimes in different areas of the country. These challenges create huge gaps in knowledge about hate crime--who is targeted, how, and in what areas--which in turn hinder appropriate policy efforts and allocation of resources to the prevention of hate crime. In the absence of high-quality hate crime data, online platforms may provide information that can contribute to a more accurate estimate of the risk of hate crimes in certain places and against certain groups of people. Data on social media posts that use hate speech or internet search terms related to hate against specific groups has the potential to enhance and facilitate timely understanding of what is happening offline, outside of traditional monitoring (e.g., police crime reports). This study assessed the utility of Twitter data to illuminate the prevalence of hate crimes in the United States with the goals of (i) addressing the lack of reliable knowledge about hate crime prevalence in the U.S. by (ii) identifying and analyzing online hate speech and (iii) examining the links between the online hate speech and offline hate crimes.
The project drew on four types of data: recorded hate crime data, social media data, census data, and data on hate crime risk factors. An ecological framework and Poisson regression models were adopted to study the explicit link between hate speech online and hate crimes offline. Risk terrain modeling (RTM) was used to further assess the ability to identify places at higher risk of hate crimes offline.
Social Media, Social Life: How American Teens View Their Digital Lives, United States, 2012 (ICPSR 37960)
The goal of this study was to examine young American teenagers' social media use and their perceptions of effects. Data is from a large-scale, nationally representative and probability-based online survey taken by teens ages 13 to 17. Participants answered questions about how often they use social media, their attitudes about social media's role in their lives, the experiences they have on social media, and how social media makes them feel. Social media includes:
- Social networking sites (Facebook, MySpace, and GooglePlus)
- Programs like Twitter or Tumblr, virtual worlds like Second Life
- Online chatting in video or computer games like World of Warcraft
- Things posted on sites like YouTube, Formspring, or other websites
Additional information was collected about participants' social and emotional well-being. Demographics include age, gender, race/ethnicity, and U.S. region.
Geoprivacy Attitudes and Personal Location Masking Strategies of Internet Users, California, 2017-2018 (ICPSR 37870)
Reducing Speeding in Web Surveys by Providing Immediate Feedback, 2007-2010 (ICPSR 37846)
Evaluation of the P2P Challenging Extremism Initiative, Massachusetts and Utah, 2016-2019 (ICPSR 37338)
This project convened experts and practitioners in the areas of program evaluation, radicalization to violent extremism, and social media analytics in order to generate and integrate scientifically derived knowledge into strategies for effective prevention and intervention against domestic radicalization and violent extremism in the United States. More specifically, we generated substantive evaluation data, which can be used by practitioners and policy makers to enhance the creation and dissemination of effective counter-narratives for reducing the threat of ideologically-motivated violence in the US. We used a mixed-methods approach to evaluate an existing nationwide initiative, Peer-to-Peer (P2P): Challenging Extremism, which aims at engaging youth in countering violent extremism in schools and online arenas.
The project had four specific objectives: 1) Evaluate the content and dissemination of the P2P Initiative social media products, 2) evaluate the impact of the P2P Initiative on youth engaged in its development, 3) evaluate the impact of youth exposure to the P2P educational activities, and 4) assess the drivers of success and barriers in the implementation of the initiative.
To complete these objectives, the following research phases were conducted:
A secondary review of 150 P2P social media products created between fall 2015 and spring 2017, including data on end-users interactivity.
Phone and in-person group interviews with faculty and students engaged in the P2P Initiative.
A prospective cohort study evaluating the impact of the Kombat with Kindness (KWK) campaign on Utah secondary school students, using a pre-post intervention design.
A randomized control study evaluating the impact of the Operation 250 (OP250) on Massachusetts secondary school students, using a pre-post intervention design.
Phone interviews with faculty who implemented the P2P Initiative.
Survey of Consumer Attitudes and Behavior, January 2014 (ICPSR 36636)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2014 focused on topics such as evaluations and expectations about personal finances, energy, health care, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning.
Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, February 2014 (ICPSR 36637)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2014 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey, were respondents' types of savings and financial investments, loan use, family income, and retirement planning.
Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
Survey of Consumer Attitudes and Behavior, March 2014 (ICPSR 36638)
The Survey of Consumer Attitudes and Behavior series (also known as the Surveys of Consumers) was undertaken to measure changes in consumer attitudes and expectations, to understand why such changes occur, and to evaluate how they relate to consumer decisions to save, borrow, or make discretionary purchases. The data regularly include the Index of Consumer Sentiment, the Index of Current Economic Conditions, and the Index of Consumer Expectations. Since the 1940s, these surveys have been produced quarterly through 1977 and monthly thereafter.
The surveys conducted in 2014 focused on topics such as evaluations and expectations about personal finances, employment, price changes, and the national business situation. Opinions were collected regarding respondents' appraisals of present market conditions for purchasing houses, automobiles, computers, and other durables. Also explored in this survey were respondents' types of savings and financial investments, loan use, family income, and retirement planning.
Other topics in this series typically include ownership, lease, and use of automobiles, respondents' use of personal computers at home and in the office, and respondents' familiarity with and use of the Internet. Demographic information includes ethnic origin, sex, age, marital status, and education.
Eurobarometer 86.3: Humanitarian Aid, Civil Protection, EU Citizens' Views on Development, Cooperation and Aid and Chemical Safety, 2016 (ICPSR 36872)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology. Eurobarometer 86.3 covered the following special topics: (1) Nationality, (2) Humanitarian Aid, (3) Civil Protection, (4) EU Citizens' Views on Development Cooperation and Aid, and (5) Chemical Safety.
Respondents were questioned about their awareness of EU funding of humanitarian aid activities. Their opinions regarding the importance of funding humanitarian aid activities, how to do so most efficiently, and support for sending humanitarian aid volunteers and funds to other parts of the world were also collected. Other questions included topics regarding respondents' awareness of, attitudes towards and personal involvement in aiding people in developing countries. Respondents were also questioned regarding their awareness of and attitudes towards civil protection and disaster preparedness. Several questions were asked regarding awareness of, understanding of, behaviors towards, safety of, regulation of and concerns about exposure to hazardous chemicals in household products and other consumer goods. Country-specific data includes type and size of locality, region of residence, and language of interview (select countries), life satisfaction, political discussion frequency, hazardous chemicals and opinions on whether their voice counts in their country/EU.
Demographic and other background information collected includes left or right self-placement on political scale, age, gender, nationality, marital status, occupation, age when stopped full-time education, household composition, ownership of a fixed or mobile telephone and other goods, difficulties in paying bills, level in society, and internet use.
Eurobarometer 85.1: Perceptions and Expectations, the Fight Against Terrorism and Radicalisation, Antimicrobial Resistance, Financial Products and Services, Online Platforms, April 2016 (ICPSR 36672)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes toward European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
Eurobarometer 85.1 covered the following special topics: (1) Attitudes Toward the EU and the Fight Against Terrorism in the EU, (2) Antimicrobial Resistance, (3) Financial Products and Services, and (4) Online Platforms. Respondents' opinions were collected regarding attitudes toward European policies and actions, the terrorist threat and measures against terrorism, radicalisation and recruitment of EU citizens by terrorist organizations, and the mutual defense clause of the EU. Respondents were also questioned about their use of antibiotics and understanding of antimicrobial resistance, familiarity with antibiotic use in farm animals, and thoughts on the effectiveness of tackling antibiotic resistance at the individual, regional, national, EU, and global level. Additional questions were asked regarding respondent use of financial products and services, including those purchased in other EU member states, provider changes, and cross-border transactions using other currencies. Respondents' opionions were also queried regarding online platforms, search engines and search results, terms and conditions of online platforms, use of personal data, and the reliability of review rankings or rating systems.
Demographic and other background information collected includes age, gender, nationality, marital status, occupation, age when stopped full-time education, household composition, ownership of a fixed or mobile telephone and other goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview (select countries).
Technology-Involved Harassment Victimization: Placement in a Broader Victimization Context, 2013-2014 [United States] (ICPSR 36096)
These data are part of NACJD's Fast Track Release and are distributed as they were received from the data depositor. The files have been zipped by NACJD for release, but not checked or processed except for the removal of direct identifiers. Users should refer to the accompanying readme file for a brief description of the files available with this collection and consult the investigator(s) if further information is needed.
The study provides nationally representative and detailed data on technology-based harassment victimization incidents, understanding these victimizations in the context of a broad range of previous and current youth victimization experiences. Data are from the Technology Harassment Victimization (THV) Study, funded by the National Institute of Justice - a national telephone survey of a subset of 791 youth who took part in the National Survey of Children's Exposure to Violence II, 1993-2012 [United States] (ICPSR 36177).
The collection includes 2 SPSS data files and 1 Stata syntax file:
- Full_THV_child-level_Wave_2_dataset__archive_ICPSR.sav (n=791; 677 variables)
- THV_incident-level_data__archive_ICPSR.sav (n=311; 140 variables)
- summary_do_file.do
Eurobarometer 84.2: E-Communications in the Household, Awareness and Perception of Europeans about EU Customs, Europeans, Agriculture and the Common Agricultural Policy, October 2015 (ICPSR 36669)
The Eurobarometer series is a unique cross-national and cross-temporal survey program conducted on behalf of the European Commission. These surveys regularly monitor public opinion in the European Union (EU) member countries and consist of standard modules and special topic modules. The standard modules address attitudes towards European unification, institutions and policies, measurements for general socio-political orientations, as well as respondent and household demographics. The special topic modules address such topics as agriculture, education, natural environment and resources, public health, public safety and crime, and science and technology.
This round of Eurobarometer surveys covers the following special topics: (1) E-Communications and the Digital Single Market, (2) Awareness and Perceptions of Europeans about EU Customs, and (3) EU Citizens, Agriculture, and the Common Agricultural Policy. Respondents were queried as to their use of telephones and digital electronics, the importance of specific factors in choosing to subscribe to an Internet connection, paid services that can be accessed via the Internet, bundling Internet connection with other services, and switching communication service providers. Questions were also asked regarding respondents' perceptions of EU customs authorities and their activities, the role of EU customs authorities, and how informed respondents were about various aspects of the EU Customs Union. Additional topics included respondents' support of the Common Agricultural Policy (CAP), the primary responsibilities of EU farmers, the effectiveness of the CAP, approval of EU financial support of the CAP, and importance of environmental protection.
Demographic and other background information collected includes age, gender, nationality, marital status, occupation, political preference, age when stopped full-time education, household composition, ownership of a fixed or mobile telephone and other goods, difficulties in paying bills, level in society, and Internet use. In addition, country-specific data includes type and size of locality, region of residence, and language of interview.