{
  "id": 17971211,
  "title": "Why Polls Fail: Attitude, Intention, Behavior",
  "url": "https://urgent.news/2026/11/03/why-polls-fail-attitude-intention-behavior",
  "topic": "finance",
  "section": "Finance & Markets",
  "published": "2026-11-03T12:30:31.000Z",
  "source": {
    "name": "The Big Picture",
    "slug": "the-big-picture",
    "url": "https://ritholtz.com/2026/11/why-polls-fails/"
  },
  "original_language": "en",
  "account": "As election day approaches, it's worth examining why poll predictions have been so inaccurate. While many assume pollsters rely on data analysis, their work is more akin to psychology. Three key psychological factors contribute to inaccurate polling: attitude, intention, and behavior.\n\nFirst, people may not truly understand their own beliefs. When faced with complex, emotionally charged issues, respondents may not know what they believe. This leads to inconsistent answers, especially on issues they haven't considered before. Additionally, some voters express opinions to make a statement rather than reveal their true voting preferences.\n\nSecond, people often overestimate their own intentions. When asked about future actions, people confidently state their intentions, even if it's not what they truly plan to do. This gap between stated intentions and actual behavior is common. Furthermore, people may respond based on what they want others to hear or who they believe will win, rather than their true preferences.\n\nThird, turnout intentions are unreliable. Many people say they will vote, but turnout often falls short of these predictions. Pollsters attempt to adjust their models, but the actual turnout can be unpredictable due to various factors like weather, geopolitical events, or economic conditions. This unpredictability highlights the challenges in accurately forecasting election outcomes.\n\nUltimately, the gap between what people say and what they actually do, combined with the unpredictable nature of voter turnout, makes polling a challenging task. The results can vary widely, from being quite accurate (as in 2024) to being quite inaccurate (as in 2016 and 2020). Understanding these psychological factors is crucial for improving polling accuracy.",
  "summary": "Since it’s election day, let’s discuss the polls. Specifically, why their track record has been so poor. In 2024, I discussed a major source of polling error: pollsters’ pools. Today, I want to discuss a more challenging failure: Human psychology, and what is termed “respondent error.” Pollsters mistakenly believe their core work is data… Read More The post Why Polls Fail: Attitude, Intention,…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}