--- title: "Dating Apps' Choice Overload Theory Challenged" description: "New research questions the choice overload theory in dating apps, suggesting larger profile pools may enhance commitment and compatibility." lang: en-GB json-ld: | [ [ { "@context": "https://schema.org", "@type": "NewsArticle", "headline": "Choice Overload in Dating Apps: A Flawed Premise?", "description": "New research questions the choice overload theory in dating apps, suggesting larger profile pools may enhance commitment and compatibility.", "abstract": "New research questions the choice overload theory in dating apps, suggesting larger profile pools may enhance commitment and compatibility.", "image": [ "https://images.pexels.com/photos/31536578/pexels-photo-31536578.jpeg?auto=compress&cs=tinysrgb&w=1200&h=630&fit=crop&fm=jpg&q=75&dpr=1" ], "datePublished": "2026-05-28T10:10:51+00:00", "dateModified": "2026-05-28T10:10:51+00:00", "inLanguage": "en-GB", "isAccessibleForFree": true, "wordCount": 1109, "articleSection": "Technology & AI Lab", "keywords": [ "Matchmaking", "Dating Apps" ], "author": { "@type": "Person", "name": "DII Technology Desk", "url": "https://www.datingindustryinsights.com/author/technology-ai", "jobTitle": "Technology & AI Desk", "description": "The DII Technology Desk reports on product, engineering, AI and platform infrastructure across dating and social discovery apps.", "knowsAbout": [ "Online dating industry", "Dating app business models", "Match Group", "Dating industry regulation" ], "sameAs": [], "worksFor": { "@type": "Organization", "name": "Dating Industry Insights", "url": "https://www.datingindustryinsights.com/" } }, "publisher": { "@type": "Organization", "name": "Dating Industry Insights", "url": "https://www.datingindustryinsights.com/", "logo": { "@type": "ImageObject", "url": "https://www.datingindustryinsights.com/images/am-rebrand-logo.jpg" }, "parentOrganization": { "@type": "Organization", "name": "High Intent Media Inc", "url": "https://www.highintentmediagroup.com" } }, "mainEntityOfPage": { "@type": "WebPage", "@id": "https://www.datingindustryinsights.com/news/larger-number-dating-options-increase-commitment" }, "isPartOf": { "@type": "WebSite", "name": "Dating Industry Insights", "url": "https://www.datingindustryinsights.com/" }, "speakable": { "@type": "SpeakableSpecification", "cssSelector": [ "article h1", "article .article-body > p:first-of-type" ] }, "alternativeHeadline": "A Michigan State University study of 535 participants found users shown 31 dating profiles reported stronger commitment intentions than those shown six profiles.", "mainEntity": { "@type": "ItemList", "name": "Key points", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "A Michigan State University study of 535 participants found users shown 31 dating profiles reported stronger commitment intentions than those shown six profiles." }, { "@type": "ListItem", "position": 2, "name": "Researchers Junwen Hu and David Markowitz found no evidence that larger profile choice sets increased user pickiness or heightened fear of missing out." }, { "@type": "ListItem", "position": 3, "name": "The findings in the Journal of Social and Personal Relationships challenge product design assumptions at Match Group, Hinge, and Bumble regarding artificial choice caps." }, { "@type": "ListItem", "position": 4, "name": "Hinge currently limits free users to eight daily likes, while Bumble caps right swipes based on the assumption that abundant choice paralyses users." } ] }, "backstory": "Dating app operators face a strategic conflict between short-term engagement revenue and long-term matching outcomes if artificial profile scarcity reduces candidate compatibility. 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[Home](/) 2. [News](/news) 3. [Technology & AI Lab](/news) 4. Choice Overload in Dating Apps: A Flawed Premise? ![A smartphone displaying a dating app interface alongside various user profiles on a clean background.](https://images.pexels.com/photos/31536578/pexels-photo-31536578.jpeg?auto=compress&cs=tinysrgb&w=1200&h=220&fit=crop&fm=webp&q=50&dpr=1) A smartphone displaying a dating app interface alongside various user profiles on a clean background. [Technology & AI Lab](/news?category=technology-ai) # Choice Overload in Dating Apps: A Flawed Premise? By [DII Technology Desk](/author/technology-ai)· May 28, 2026· 6 min read [](https://x.com/intent/post?url=https%3A%2F%2Fwww.datingindustryinsights.com%2Fnews%2Flarger-number-dating-options-increase-commitment&text=Choice%20Overload%20in%20Dating%20Apps%3A%20A%20Flawed%20Premise%3F)[](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fwww.datingindustryinsights.com%2Fnews%2Flarger-number-dating-options-increase-commitment)[](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.datingindustryinsights.com%2Fnews%2Flarger-number-dating-options-increase-commitment) A A ## Key Points - • A Michigan State University study of 535 participants found users shown 31 dating profiles reported stronger commitment intentions than those shown six profiles. - • Researchers Junwen Hu and David Markowitz found no evidence that larger profile choice sets increased user pickiness or heightened fear of missing out. - • The findings in the Journal of Social and Personal Relationships challenge product design assumptions at Match Group, Hinge, and Bumble regarding artificial choice caps. - • Hinge currently limits free users to eight daily likes, while Bumble caps right swipes based on the assumption that abundant choice paralyses users. [Match Group](/news/match-group-ceo-revives-tinder-internship), Bumble, and their competitors have spent a decade designing products around the assumption that too many options paralyse users. New research from Michigan State University suggests that entire philosophy might be wrong. The implications for how dating platforms are built—and who they're really built for—are profound. ![Person using dating app on smartphone](https://images.pexels.com/photos/36655391/pexels-photo-36655391.jpeg) Person using dating app on smartphone A study published in the Journal of Social and Personal Relationships flips the choice overload narrative. According to findings from two experiments involving 535 participants, users shown larger pools of dating profiles reported stronger commitment intentions and perceived better compatibility with their selected matches than those shown limited options. The first experiment presented participants with either 6 or 31 profiles. The second experiment recruited active dating app users and replicated the finding. Both times, more choices correlated with higher stated readiness to pursue a relationship. The difference wasn't marginal—it was consistent across both experimental designs. ### Create a free account Unlock unlimited access and get the weekly briefing delivered to your inbox. Register free No spam. No password. We'll send a one-time link to confirm your email. The DII Take This is the kind of academic work that should make product teams at [Hinge](/news/hinge-expands-one-more-hour-france) and Bumble deeply uncomfortable—not because the research is definitive, but because it directly challenges the design orthodoxy underpinning a decade of product decisions. If the choice overload theory is overstated in dating contexts, platforms may be throttling user outcomes to optimise for engagement metrics that keep people swiping rather than committing. > If you're shown 31 profiles and one stands out, that signal feels more meaningful than if you're shown six and settle for the best available. The question isn't whether this research is bulletproof. It's whether operators can afford to ignore it when the core value proposition of their product—helping users find compatible partners—may be compromised by artificial scarcity. ## Matching markets, not shopping carts The researchers—Junwen Hu and [David Markowitz](/people/david-markowitz)—frame online dating as a "matching market," akin to job hunting or house buying, rather than consumer shopping. That framing matters. In labour and housing markets, thicker pools demonstrably improve outcomes. More candidates mean a higher probability of finding someone who meets specific, complex criteria. The analogy positions dating as a search for fit rather than a selection from interchangeable widgets. This isn't about choosing pasta sauce—it's about finding someone whose life goals, values, and personality align with yours. ![Dating app interface showing multiple profile options](https://images.pexels.com/photos/12398893/pexels-photo-12398893.jpeg) Dating app interface showing multiple profile options Participants in the high-option groups (31 profiles) were more likely to identify someone who closely aligned with their stated preferences, which in turn drove perceived compatibility and commitment readiness. The study found no evidence that larger choice sets made users pickier or heightened fear of missing out—two common assumptions in the choice overload camp. Instead, the abundance appeared to validate the search process. ## Design implications The implications for platform design are stark. Many dating apps currently limit visible candidates explicitly to counter assumed choice paralysis. Hinge's daily like cap is presented as a feature that encourages "intentional" swiping. [Bumble](/news/sexting-replacing-physical-intimacy-singles)'s restrictions similarly position scarcity as a benefit. If this research holds, those constraints may be solving a problem users don't have whilst creating one they do: a smaller pool reduces the statistical likelihood of finding a strong match, which is the entire point of the platform. > Dating platforms profit from engagement, and engagement is often inversely correlated with successful matching. A user who finds a committed partner in week one generates less revenue than one who swipes for six months. ## What the research doesn't say The study's limitations are significant and worth stating plainly. Both experiments measured self-reported intentions immediately after participants viewed profiles, not verified relationship formation or sustained commitment. The difference between "I would pursue this person" in a controlled setting and actually messaging them, meeting, and building a relationship is considerable. Lab conditions with curated profiles bear limited resemblance to the chaotic, infinite-scroll reality of [Tinder](/news/tinder-begins-live-pickleball-event-meetup) or Hinge. Sample sizes were modest—193 in the first experiment, 342 in the second—and both were conducted online rather than tracking real app usage data. ![Couple meeting after matching on dating app](https://images.pexels.com/photos/31468390/pexels-photo-31468390.jpeg) Couple meeting after matching on dating app The research cannot answer whether users shown 31 profiles daily would experience fatigue over weeks, whether they'd exhibit lower message response rates, or whether they'd churn faster than users in constrained environments. These are the questions that matter to operators managing retention and lifetime value. The study also doesn't address the economic incentives at play. If larger choice sets genuinely accelerate commitment, platforms face a tension between user outcomes and business outcomes. That tension isn't new, but this research throws it into sharper relief. ## The operator's dilemma Platforms now face an uncomfortable decision. Ignore the research and maintain current design constraints, risking that a competitor tests the hypothesis and demonstrates better matching outcomes. Or expand visible choice sets, accept the possibility of higher short-term churn, and bet that superior outcomes drive long-term brand strength and organic growth. The safest path is probably the least interesting: controlled testing. Bumble and Hinge both have the user base to run statistically significant experiments comparing choice abundance against current constraints, measuring not just stated intentions but message rates, date conversions, and relationship formation at 30, 60, and 90 days. The data exists. Whether product teams have the appetite to challenge their own assumptions is another question. Smaller operators and new entrants have less to lose. A platform explicitly designed around abundant choice—perhaps algorithmically curated but visually presented in larger sets—could position itself as the anti-scarcity alternative. The pitch writes itself: more matches, better fit, faster commitment. Whether that story converts subscribers depends on execution, but the wedge is there. What's clear is that [the choice overload theory, as applied to dating](https://psychologieetserenite.com/en/blog/why-having-too-many-dating-options-ruins-love), deserves more scrutiny than it's received. While [the research suggests larger pools improve compatibility and commitment](https://www.psypost.org/more-choices-on-dating-apps-actually-increase-commitment-new-study-suggests/), the question of whether [more choices actually increase commitment in real-world conditions](https://onlinepersonalswatch.com/2026/05/study-more-choices-on-dating-apps-actually-increase-commitment/) won't settle the debate. But it should unsettle the certainty. ## Key Takeaways - • Dating app operators face a strategic conflict between short-term engagement revenue and long-term matching outcomes if artificial profile scarcity reduces candidate compatibility. - • Emerging competitors can leverage these academic findings to market anti-scarcity dating platforms that present larger candidate sets to accelerate user matches. - • Product teams at Match Group and Bumble should conduct controlled experiments measuring long-term relationship retention rather than relying solely on swiping metrics. ## Frequently Asked Questions ### What did the Michigan State University study on dating apps find? ### How many participants took part in the Michigan State University dating app research? ### Who conducted the Michigan State University study on dating choice overload? ### How do Hinge and Bumble limit choices for dating app users? Cite this article [Matchmaking](/tag/matchmaking)[Dating Apps](/tag/dating-apps) D [DII Technology Desk](/author/technology-ai) Technology & AI Desk The DII Technology Desk reports on product, engineering, AI and platform infrastructure across dating and social discovery apps. [More articles by DII Technology Desk](/author/technology-ai) ### In this article - [Matching markets, not shopping carts](#section-1-matching-markets-not-shopping-carts) - [Design implications](#section-2-design-implications) - [What the research doesn't say](#section-3-what-the-research-doesn-t-say) - [The operator's dilemma](#section-4-the-operator-s-dilemma) ### Mentioned in This Article Companies [![Match Group logo](https://img.logo.dev/mtch.com?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram) Match Group Dating Platform MTCH $31.42 ▼-1.20% ](/companies/match-group)[![Bumble logo](https://img.logo.dev/bumble.com?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram) Bumble Dating Platform BMBL $4.87 ▲+3.40% ](/companies/bumble) People [ David Markowitz ](/people/david-markowitz)[ Junwen Hu ](/people/junwen-hu) Products [![Bumble logo](https://img.logo.dev/name/Bumble?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram)Bumble ](/products/bumble)[![Tinder logo](https://img.logo.dev/tinder.com?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram)Tinder ](/products/tinder)[![Hinge logo](https://img.logo.dev/hinge.co?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram)Hinge ](/products/hinge)[![Archer logo](https://img.logo.dev/name/Archer?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram)Archer ](/products/archer-app)[![HER logo](https://img.logo.dev/weareher.com?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram)HER ](/products/her-app)[![Lex logo](https://img.logo.dev/thisislex.app?token=pk_K6hdbPRcTQSnsRNEiZ-Ymg&size=64&format=png&fallback=monogram)Lex ](/products/lex-app) ## Trending in Dating Tech 1. 1 [![A person holding a smartphone displaying a dating app profile alongside a coffee cup on a wooden table.](https://images.pexels.com/photos/7339183/pexels-photo-7339183.jpeg?auto=compress&cs=tinysrgb&w=96&h=96&fit=crop&fm=webp&q=50&dpr=1)](/news/hinge-expands-face-check-direct-date) [Hinge's Face Check and Direct to Date Are Admissions That the Core Experience Is Broken](/news/hinge-expands-face-check-direct-date) 2. 2 [![A smartphone displaying a blocked dating application interface beside a digital privacy icon.](https://images.pexels.com/photos/19209287/pexels-photo-19209287.jpeg?auto=compress&cs=tinysrgb&w=96&h=96&fit=crop&fm=webp&q=50&dpr=1)](/news/turkey-blocks-lgbtq-dating-apps) [Turkey's LGBTQ+ App Ban: A Test for Global Dating Platforms](/news/turkey-blocks-lgbtq-dating-apps) 3. 3 [![A frustrated woman looks at her smartphone screen while sitting alone at a wooden cafe table.](https://images.pexels.com/photos/7339183/pexels-photo-7339183.jpeg?auto=compress&cs=tinysrgb&w=96&h=96&fit=crop&fm=webp&q=50&dpr=1)](/news/study-men-go-on-more-dates) [Dating Apps' Gender Imbalance: Women Withdraw as Men Persist](/news/study-men-go-on-more-dates) 4. 4 [![A smartphone displaying a modern dating app interface set against the backdrop of the Singapore city skyline.](https://images.pexels.com/photos/28539711/pexels-photo-28539711.jpeg?auto=compress&cs=tinysrgb&w=96&h=96&fit=crop&fm=webp&q=50&dpr=1)](/news/chinese-dating-app-tantan-rebrands-singapore) [Tantan's 'Intentional Casual' Rebrand: A Strategic Exit from China's Grip?](/news/chinese-dating-app-tantan-rebrands-singapore) 5. 5 [![A smartphone screen displaying a Hinge dating profile with a beating heart status badge next to the user name.](https://images.pexels.com/photos/36765306/pexels-photo-36765306.jpeg?auto=compress&cs=tinysrgb&w=96&h=96&fit=crop&fm=webp&q=50&dpr=1)](/news/hinge-signals-feature-highlights-user-engagement) [Hinge's 'Signals' Badge: Engagement Fix or Just a Retention Play?](/news/hinge-signals-feature-highlights-user-engagement) ### Create a free account Unlimited access — delivered weekly. 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[← Previous Article Match Group's Gas Giveaway: A Desperate Bid to Fuel User Engagement ](/news/blk-free-gas-gift-cards-dating)[Financial & Investor](/news?category=financial-intelligence)[Next Article → Dating Apps' Engagement Metrics: Profiting from User Frustration? ](/news/bbc-shares-dating-fatigue-burnout)[Technology & AI Lab](/news?category=technology-ai) ## More in Technology & AI Lab [View all →](/news?category=technology-ai) [ Technology & AI Lab ![A laptop screen displaying a colourful spreadsheet alongside a smartphone displaying a mobile dating app interface.](https://images.pexels.com/photos/6147394/pexels-photo-6147394.jpeg?auto=compress&cs=tinysrgb&w=600&h=340&fit=crop&fm=webp&q=50&dpr=1) ### DIY Dating Algorithms: A Signal of Platform Shortcomings? 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Tinder's Astrology Mode generated a near-20% increase in likes sent by women to profiles displaying astrological informa… Thursday 2nd July · 1 min read Read → ](/news/tinder-astrology-mode-success-skepticism)[ Technology & AI Lab ![Two people discussing compatibility options while looking at a smartphone screen during a first date at a coffee shop.](https://images.pexels.com/photos/5086769/pexels-photo-5086769.jpeg?auto=compress&cs=tinysrgb&w=600&h=340&fit=crop&fm=webp&q=50&dpr=1) ### PLEEZR's Gender Energy Test: Compatibility Science or Retro Stereotyping? PLEEZR launched this month with a matching algorithm based on measuring users' 'masculine and feminine energy' through a… Wednesday 24th June · 1 min read Read → ](/news/pleezr-launches-masculine-feminine-compatibility-test)[ Technology & AI Lab ![A smartphone displaying a social media dating application interface alongside interactive community voting options.](https://images.pexels.com/photos/15217008/pexels-photo-15217008.jpeg?auto=compress&cs=tinysrgb&w=600&h=340&fit=crop&fm=webp&q=50&dpr=1) ### Hornet's Model Search: A Reality Show Gambit to Combat Swipe Fatigue Hornet's 2025 Thailand Model Search attracted over 1,000 participants and contributed to record active user levels in th… Friday 5th June · 1 min read Read → ](/news/hornet-expands-model-search-queer-events) ![](https://images.pexels.com/photos/6147394/pexels-photo-6147394.jpeg) Up next: [DIY Dating Algorithms: A Signal of Platform Shortcomings?](/news/young-adults-want-data-dating) [](/news/young-adults-want-data-dating) ![Dating Industry Insights](/assets/dii-logo-footer-B-hNTbau.webp) B2B intelligence for the online dating industry. 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