{"id":7050987,"date":"2026-08-29T15:52:02","date_gmt":"2026-08-29T15:52:02","guid":{"rendered":"https:\/\/peraltafinancing.com\/uncategorized\/kff-survey-methodology-data-collection-standards\/"},"modified":"2026-08-29T15:52:02","modified_gmt":"2026-08-29T15:52:02","slug":"kff-survey-methodology-data-collection-standards","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=7050987","title":{"rendered":"KFF Survey Methodology &#038; Data Collection Standards"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"\">\n<h2 class=\"wp-block-heading\" id=\"h-about-our-surveys\">About Our Surveys<\/h2>\n<p class=\"has-text-align-left wp-block-paragraph\">\u00a0KFF has a long history of conducting public opinion polls to <a href=\"https:\/\/www.kff.org\/from-drew-altman\/untold-kff-history-volume-4-polling-partnerships-with-news-organizations\/\" target=\"_blank\" rel=\"noreferrer noopener\">amplify<\/a> the public\u2019s voice in policy debates, including groups that are under-researched and under-reported. For the past three decades, KFF\u2019s polling work has combined both rigorous methodology and transparency. Every survey we publish is accompanied by a full methodology statement and topline results, so readers can see details about how the data was collected, read every question included in the survey in the order in which they were asked, and judge its quality for themselves.\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">\u00a0While asking the public about political issues and candidates is an important part of our polling work, KFF does not conduct \u201chorse race\u201d polling with the goal of predicting election outcomes. Our election-related polling focuses on how the public thinks about health care issues when making voting decisions, not on forecasting who might win.\u00a0 While certain things about our survey methods change from project to project, the principles of our methodology are consistent and described below. To find more details for each survey, check out the \u201cTopline &amp; Methodology\u201d link at the top right of each survey project on our website.\u00a0<\/p>\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"h-how-we-reach-people-nbsp\"><strong>How We Reach People<\/strong>\u00a0<\/h2>\n<p class=\"has-text-align-left wp-block-paragraph\">\u00a0KFF surveys rely almost exclusively on probability-based sampling, meaning respondents are selected at random rather than choosing to participate on their own. Most of our national population surveys use a sampling approach that combines two sample types: 1) a <strong>probability-based panel<\/strong> and 2) a random digit dial sample of <strong>pre-paid cell phone numbers<\/strong>.\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">\u00a0<strong>Probability-based panel<\/strong> members are recruited through random sampling, using two main methods: mailed invitations sent to addresses randomly selected from U.S. Postal Service delivery records, and random digit dialing of cell phone numbers. This means that, in principle, every U.S. adult has a known chance of being invited to join the panel, whether or not they were looking to take a survey. Once someone joins the panel, they can complete our surveys online, by phone, or in some cases by text message invitation to a web survey. This hybrid approach helps us reach people who might otherwise be left out of an online-only survey, including older adults, people with lower incomes, and people without reliable internet access. KFF works with multiple probability-based panels including the SSRS Opinion Panel, Ipsos Knowledge Panels, and NORC AmeriSpeak.\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">For most projects, we supplement probability-based panels with a sample of random digit dialed <strong>pre-paid cell phone numbers<\/strong>. Pre-paid or \u201cpay as you go\u201d cell phone numbers are used disproportionately by population groups that respond at lower rates to traditional survey methods, including young Black and Hispanic men, and people who do not speak English. Combining these sample types helps our surveys be more representative of the diversity of the national population, not just those who are easiest to reach.\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">Our national survey projects are conducted in English and Spanish, usually fielded over 5-6 days so people have more time to respond, and provide small financial incentives for individuals who participate, to help bring in those who might otherwise skip a survey. Without these steps, surveys run the risk of overrepresenting the most engaged or opinionated members of the public.\u00a0\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">In addition, KFF conducts deeper surveys on populations that general population polling cannot adequately capture. These projects start from the same principle as our general population surveys: probability-based sampling, whether through probability-based panels, address-based recruitment, voter registration lists, or purpose-built panels of previous respondents, adapted to fit the population being studied. Reaching a small, specific, or hard-to-reach group often requires fielding a survey in more languages, using more modes of contact, and longer field periods.\u00a0<\/p>\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"h-how-we-work-to-be-representative-nbsp\"><strong>How We Work To Be Representative<\/strong>\u00a0<\/h2>\n<p class=\"has-text-align-left wp-block-paragraph\">Even with a well-designed sampling frame, most polls will not perfectly mirror the population on every characteristic, so we use statistical techniques to adjust, or weight, the results to align with known population benchmarks from sources like the Census Bureau on measures such as age, gender, race and ethnicity, education, and region. Weighting corrects for the fact that some groups are easier to reach than others and helps ensure that no single group is overrepresented or underrepresented in the final results.\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">All KFF survey reports include margins of sampling error for the total sample and key subgroups, which reflect the statistical uncertainty that comes with asking questions of a sample rather than every single member of the population. In addition to sampling error, all public opinion polls may be subject to other types of error such as question wording effects, nonresponse bias, or mode effects.\u00a0\u00a0<\/p>\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"h-our-polling-expertise-and-news-partnerships-nbsp\"><strong>Our Polling Expertise and News Partnerships<\/strong>\u00a0<\/h2>\n<p class=\"has-text-align-left wp-block-paragraph\">KFF has a team of polling experts who design our surveys, write questionnaires, analyze data, and write reports. This team works closely with KFF health policy experts who contribute their knowledge on issues like health reform, ACA, Medicare, Medicaid, women\u2019s health, global health, and other issues to the survey design and reporting process.\u00a0\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">We don\u2019t commission others to conduct polling on our behalf or undertake surveys on behalf of other organizations. We contract with outside organizations to perform survey fieldwork and statistical weighting, which is paid for through KFF\u2019s endowment and sometimes using funds from outside funders. KFF maintains full editorial control over all its policy analysis, polling, and journalism activities, regardless of funding source.\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">Some of our surveys are <a href=\"https:\/\/www.kff.org\/from-drew-altman\/untold-kff-history-volume-4-polling-partnerships-with-news-organizations\/\" target=\"_blank\" rel=\"noreferrer noopener\">conducted in partnership with major news organizations<\/a> in order to help KFF magnify its polling by combining survey data with in-depth journalism and storytelling, an approach that KFF has used since 1995. KFF and its partners choose survey topics together and design the survey instrument with input from both organizations while retaining full editorial independence over what each organization publishes.\u00a0<\/p>\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"h-artificial-intelligence-in-survey-research-nbsp\"><strong>Artificial Intelligence in Survey Research<\/strong>\u00a0<\/h2>\n<p class=\"has-text-align-left wp-block-paragraph\">KFF uses Artificial Intelligence (AI) in specific ways to strengthen our work and we publicly disclose when we\u2019ve used AI in a way that is central to our survey methods. For example, we often use AI tools (with human oversight) to assist with coding of open-ended survey responses into discrete categories. KFF does not use AI to create or model \u201csynthetic\u201d public opinion. Every survey we field is grounded in real interviews with human respondents, selected through probability-based sampling, never generated, simulated, or estimated by AI standing in for actual human answers.\u00a0<\/p>\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"h-our-commitment-to-methodological-transparency\">Our Commitment to Methodological Transparency<\/h2>\n<p class=\"has-text-align-left wp-block-paragraph\">KFF public opinion and survey research is a charter member of <a href=\"https:\/\/aapor.org\/standards-and-ethics\/transparency-initiative\/\" target=\"_blank\" rel=\"noreferrer noopener\">AAPOR\u2019s Transparency Initiative<\/a>. The American Association for Public Opinion Research (AAPOR) <a href=\"https:\/\/aapor.org\/standards-and-ethics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Code of Professional Ethics and Practices<\/a> commits members to maintain the highest standards of scientific competence, integrity, accountability, and transparency in designing, conducting, analyzing, and reporting their work, and requires researchers to disclose sufficient information about how the research was conducted to allow for independent review and verification of research claims, regardless of the methodology used.\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">Excellent survey research is not just about getting people to answer questions, it is about making sure the estimates are representative, can hold up to scrutiny, and are collected in a way that respects the people who take the time to answer. As trust in institutions, including in survey research itself, continues to decline, KFF remains committed to the methods that have proven most reliable over decades of public opinion research: random selection, careful weighting, and full transparency about how the work gets done. <a href=\"https:\/\/www.kff.org\/public-opinion\/kff-survey-methodology-data-collection-standards\/mailto:posr@kff.org\" target=\"_blank\" rel=\"noreferrer noopener\">Reach out<\/a> if you have any questions about our polls or our methodology.\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">\u00a0<\/p>\n<p class=\"has-text-align-left wp-block-paragraph\">\u00a0<\/p>\n<\/p><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>About Our Surveys \u00a0KFF has a long history of conducting public opinion polls to amplify the public\u2019s voice in policy debates, including groups that are under-researched and under-reported. For the past three decades, KFF\u2019s polling work has combined both rigorous methodology and transparency. Every survey we publish is accompanied by a full methodology statement and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7050988,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[162853],"tags":[2224,11603,184505,56682,16670,7344],"dealstore":[],"offerexpiration":[],"class_list":["post-7050987","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-public-opinion","tag-collection","tag-data","tag-kff","tag-methodology","tag-standards","tag-survey"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>KFF Survey Methodology &amp; Data Collection Standards - Som2ny Network<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fivemor.com\/?p=7050987\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"KFF Survey Methodology &amp; Data Collection Standards - Som2ny Network\" \/>\n<meta property=\"og:description\" content=\"About Our Surveys \u00a0KFF has a long history of conducting public opinion polls to amplify the public\u2019s voice in policy debates, including groups that are under-researched and under-reported. 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