Start with Strength in Numbers. G. Elliott Morris is a working election forecaster and his 2022 book is the only one here recent enough to cover online panels, the collapse in telephone response rates, and what went wrong in both 2016 and 2020. Follow it with Polling and the public, the standard classroom guide to being a critical consumer of polls, organised around the specific things that go wrong: sampling, question wording, interviewer effects and the reporting of results.
The single most useful filter for this subject is publication date, so check it on everything. Most polls in 2016 were roughly right on the national popular vote and wrong in the upper Midwest, an error widely attributed to state polls failing to weight by education. 2020 was worse: the American Association for Public Opinion Research's task force found the error was the largest in forty years and could not identify a confirmed cause, with differential partisan non-response the leading hypothesis rather than a settled finding. A methods book written before that reads differently now — not wrong about sampling theory or question wording, which have not changed, but silent on the specific failure mode that has dominated the field since. On this list, Strength in Numbers (2022) is the only book covering both misses. Lost in a Gallup (2020) runs through 2016 but stops short of 2020. Democracy for realists and Uninformed both appeared in 2016 before the November election. Sampling is a 2019 statistics text and is unaffected either way. Everything else — Asher, Traugott and Lavrakas, Lippmann, Igo, Herbst, Erikson and Tedin, Page and Shapiro, Bradburn, Groves — predates both, and several are catalogued here in editions much older than the ones now in print.
How to read a poll
After Morris and Polling and the public, keep The voter's guide to election polls beside you rather than reading it through: a short question-and-answer handbook by two survey methodologists, written for journalists and voters, and catalogued here in a late-1990s edition. Then Lost in a Gallup, a media historian's account of every major American polling failure from the 1936 Literary Digest fiasco through Dewey to the modern misses. Read it last here: after three books on method, the record of the method failing is the fastest cure for over-trusting a number.
Where the idea of public opinion came from
Public opinion is Walter Lippmann's 1922 book, written before scientific polling existed and still the foundational statement of the problem: citizens act on the pictures in their heads, not on the world. It is the origin of stereotype in its technical sense, and every later theorist is answering it. The Averaged American is Sarah Igo's history of how Americans learned to see themselves through surveys — Middletown, Gallup, Kinsey — and the best book here on the reflexive part of the problem, that measuring a public helps create one. Numbered Voices asks what forms of expressing opinion the poll displaced: crowds, petitions, straw votes, the partisan press. Short, and the sharpest critical framing on the path.
What mass opinion actually is
American public opinion is the standard undergraduate text, covering political socialisation, ideology, group differences and the opinion-policy link; read it first here for the established findings, and note it is revised often. The rational public analyses fifty years of survey data to argue that although individuals are ill-informed and unstable, aggregate opinion moves coherently in response to events — the optimistic pole, and the reason poll averages are worth taking seriously at all. Democracy for realists is the pessimistic pole, arguing that voters are driven by group identity and retrospective blame rather than policy views, with evidence that they punish incumbents for droughts and shark attacks. Read those two directly against each other; the disagreement is the substance of the stage. Uninformed turns the descriptive dispute into a practical question: given that attention is scarce, what would it take to inform people usefully? One honest gap — John Zaller's The Nature and Origins of Mass Opinion is the field's central theoretical work and does not resolve to a record in our catalogue, so this stage routes around it.
Doing it: sampling and question design
Asking questions is on questionnaire design — order effects, acquiescence, threatening questions, response scales. Start the technical stage here, because wording is the largest source of error most readers have never considered and the least mathematical to understand. Survey methodology is the standard graduate textbook and the systematic treatment of total survey error — coverage, sampling, non-response and measurement together. Demanding but not proof-heavy, and the book that separates reading polls from evaluating them. Sampling is the statistics itself — stratification, clustering, weighting and variance estimation, with real derivations — and it is the right place to stop, since weighting decisions are where modern polls most often go wrong.
Follow the full ordered path here: The Best Books on Public Opinion and Polling, in Reading Order.