{"rewrite":{"id":"r_4ba5733ded415d2a98bef78b","clusterId":"c_caa9239910be5bb1d8c52942","slug":"steam-study-finds-players-with-over-200-hours-post-more-negative-reviews","model":"deepseek-v4-flash:free","headline":"Steam Study Finds Players With Over 200 Hours Post More Negative Reviews","summary":"A study from Indian Institute of Technology Bhagalpur researchers analyzed 559,290 Steam reviews and found that negative review rates drop after early playtime but rise again for players with over 200 hours. The 'playtime-sentiment paradox' appeared in 5.24% of reviews, with an average playtime of 976.2 hours.","whyItMatters":"The study suggests that long-term players are not uniformly satisfied, and that monetary and time investments may strengthen negative sentiment, aligning with the sunk cost effect.","webCardHtml":"\u003cp\u003eThe study, published in the International Journal of Human-Computer Interaction, analyzed 559,290 English Steam reviews across 60 titles from 12 genres. Negative review rates were 45.6% for players with under 2 hours, dropping to the 18% range for those with 2 to 200 hours, then rising to 28.2% for those with over 200 hours.\u003c/p\u003e\u003cp\u003eResearchers defined the \u0026#39;playtime-sentiment paradox\u0026#39; as negative reviews from players with over 200 hours. They found 29,308 such reviews, averaging 976.2 hours of playtime. Even with a 500-hour threshold, 2.70% of reviews remained negative, suggesting the effect is not tied to the specific cutoff.\u003c/p\u003e\u003cp\u003eThe study also found that players who purchased games had higher paradox rates than those who got them for free, leading to an inference that sunk costs may strengthen the paradox.\u003c/p\u003e","blueskyPost":"New study: Steam players with over 200 hours post more negative reviews (28.2%) than those with 2-200 hours (18%). The 'playtime-sentiment paradox' appears in 5.24% of reviews, avg 976 hours. Sunk cost effect?","twitterPost":"Steam study: negative review rate drops after 2 hours but rises again past 200 hours (28.2%). 'Playtime-sentiment paradox' in 5.24% of reviews, avg 976h playtime. Sunk cost effect inferred.","threadsPost":null,"newsletterBlurb":"A new academic study of 559,290 Steam reviews finds that players with over 200 hours of playtime post negative reviews at a higher rate than mid-playtime players. The 'playtime-sentiment paradox' appears in 5.24% of reviews, with an average playtime of 976.2 hours.","attributionJson":"[{\"source\":\"Automaton\",\"url\":\"https://automaton-media.com/articles/newsjp/20260817-460520/\",\"title\":\"Research Shows Players with Over 200 Hours on Steam Tend to Post More Negative Reviews: Valuable 'Aged Sharp Reviews' from Hundreds of Hours of Play\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4642,"outputTokens":627,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1786977464,"createdAt":"2026-08-17T14:30:59.000Z","publishedAt":"2026-08-17T14:31:44.000Z","updatedAt":"2026-08-17T14:30:59.000Z"},"cluster":{"id":"c_caa9239910be5bb1d8c52942","canonicalTitle":"Steamではプレイ200時間超えだと「ネガティブなレビューがむしろ増える」との研究結果。何百時間やりこんでの不満、貴重な“熟成辛口レビュー”","representativeArticleId":"a_179ac63cf8441e2f1d7963a8","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[],\"studios\":[],\"people\":[],\"type\":\"news\",\"domain\":\"games\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-08-17T09:28:43.000Z","lastSeenAt":"2026-08-17T09:28:43.000Z","updatedAt":"2026-08-17T14:31:44.000Z"},"attribution":[{"source":"Automaton","url":"https://automaton-media.com/articles/newsjp/20260817-460520/","title":"Steamではプレイ200時間超えだと「ネガティブなレビューがむしろ増える」との研究結果。何百時間やりこんでの不満、貴重な“熟成辛口レビュー”"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":[],"studios":[],"people":[],"type":"news","domain":"games","is_roundup":false},"keyFacts":null}