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Findings show virtually no additional variation beyond personality and attachment, with occasional problematic correlations between expression and preferences. The results support rethinking love languages’ distinctiveness and considering resilience-relevant personal and relational characteristics.",{"@graph":14,"@context":65},[15,34,56],{"@type":16,"itemListElement":17},"BreadcrumbList",[18,23,27,31],{"item":19,"name":20,"@type":21,"position":22},"https://docshare.wps.com","Home","ListItem",1,{"item":24,"name":25,"@type":21,"position":26},"https://docshare.wps.com/document/","Document",2,{"item":28,"name":29,"@type":21,"position":30},"https://docshare.wps.com/document/research-report/","Research & Report",3,{"item":32,"name":10,"@type":21,"position":33},"https://docshare.wps.com/document/lost-in-translation-matching-on-love-languages-explains-little-variation-in-relational-outcomes-in-mid-and-late-life/426187/",4,{"url":32,"name":10,"@type":35,"image":36,"author":41,"headline":10,"publisher":44,"fileFormat":47,"inLanguage":8,"description":12,"dateModified":48,"datePublished":49,"encodingFormat":47,"isAccessibleForFree":50,"interactionStatistic":51},"DigitalDocument",{"url":37,"@type":38,"width":39,"height":40},"https://docshare.wps.com/thumbnails/lost-in-translation-matching-on-love-languages-explains-little-variation-in-relational-outcomes-in-mid-and-late-life/426187.png","ImageObject",300,407,{"name":42,"@type":43},"Pentious","Person",{"url":19,"name":45,"@type":46},"DocShare","Organization","application/pdf","2026-10-22","2026-09-28",true,{"@type":52,"interactionType":53,"userInteractionCount":55},"InteractionCounter",{"@type":54},"ViewAction",5,{"@type":57,"mainEntity":58},"FAQPage",[59],{"name":60,"@type":61,"acceptedAnswer":62},"What do the results suggest about the role of love languages?","Question",{"text":63,"@type":64},"They suggest revisiting whether love languages tap distinct relationship preferences and behaviors or instead reflect broader responsiveness and positive relationship behaviors regardless of matching.","Answer","https://schema.org",{"og:url":32,"og:type":67,"og:title":10,"og:site_name":45,"og:description":12},"article",{"robots":69,"canonical":32},"index,follow",{"doc_id":71,"site_id":7},426187,1791383453,{"code":4,"msg":74,"data":75},"success",[76,80,84,88,92,97,102,106,111,114,118],{"id":22,"doc_module":4,"doc_module_name":25,"category_name":77,"show_sort_weight":78,"slug":79},"Story & Novel",90,"story-novel",{"id":26,"doc_module":4,"doc_module_name":25,"category_name":81,"show_sort_weight":82,"slug":83},"Literature",80,"literature",{"id":33,"doc_module":4,"doc_module_name":25,"category_name":85,"show_sort_weight":86,"slug":87},"Exam",70,"exam",{"id":55,"doc_module":4,"doc_module_name":25,"category_name":89,"show_sort_weight":90,"slug":91},"Comic",60,"comic",{"id":93,"doc_module":4,"doc_module_name":25,"category_name":94,"show_sort_weight":95,"slug":96},6,"Technology",50,"technology",{"id":98,"doc_module":4,"doc_module_name":25,"category_name":99,"show_sort_weight":100,"slug":101},7,"Healthcare",40,"healthcare",{"id":103,"doc_module":4,"doc_module_name":25,"category_name":29,"show_sort_weight":104,"slug":105},8,30,"research-report",{"id":107,"doc_module":4,"doc_module_name":25,"category_name":108,"show_sort_weight":109,"slug":110},9,"Religion & Spirituality",20,"religion-spirituality",{"id":109,"doc_module":4,"doc_module_name":25,"category_name":112,"show_sort_weight":109,"slug":113},"World Cup","world-cup",{"id":115,"doc_module":4,"doc_module_name":25,"category_name":116,"show_sort_weight":115,"slug":117},10,"Lifestyle","lifestyle",{"id":119,"doc_module":4,"doc_module_name":25,"category_name":120,"show_sort_weight":55,"slug":121},19,"General","general",{"code":4,"msg":74,"data":123},{"doc_id":71,"user_id":124,"nickname":42,"user_avatar":125,"doc_module":4,"category_id":103,"category_name":29,"doc_title":10,"doc_description":12,"doc_content":126,"file_id":127,"file_url":128,"file_type":129,"file_size":130,"view_count":55,"is_deleted":4,"is_public":22,"is_downloadable":22,"audit_status":22,"page_count":22,"language":131,"language_code":8,"site_id":7,"html_lang":8,"table_of_contents":132,"faqs":133,"seo_title":134,"seo_description":12,"update_tm":135,"read_time":30},1374404730887,"https://ap-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","410 Innovation in Aging, 2025, Vol. 9, No. S2  \nAbstract citation ID: igaf122.1395  \nLOST IN TRANSLATION: MATCHING ON LOVE  \nLANGUAGES EXPLAINS LITTLE VARIATION IN  \nRELATIONAL OUTCOMES IN MID AND LATE LIFE  \nWilliam Chopik1, Louis Hickman2, Rebekka Weidmann3, Mariah Purol4, and Hyewon Yang1, 1. Michigan State University, East Lansing, Michigan, United States, 2. Virginia Tech, Blacksburg, Virginia, United States, 3. Brigham Young University, Provo, Utah, United States, 4. Union College, Schenectady, New York, United States  \nLove languages—and the degree to which people “match” on them—have captivated lay audiences searching for explanations for why some relationships do or do not work out. Previous work formally testing whether matching on love languages translates to better relationship success has been relatively rare, provided mixed results, and has tested matching in non-optimal ways. In the current study, we examined whether methodological variation in matching procedures (e.g., difference scores, response surface analysis, and machine learning) can help characterize whether love languages have implications for relationship success in 954 male/female couples (Mage = 55.42, SD = 16.07; MRelationshipLength = 27.39 years). Across all these approaches and all possible love language pairings (via machine learning methods), we found virtually no evidence that matching on love languages explained additional variation in outcomes above and beyond individual and spousal personality traits and attachment orientations. Further, expression (highest r = .795) and preferences (highest r = .774) between love languages were occasionally and problematically, highly correlated. Based on the results of the current study, it is worth revisiting whether love languages tap into distinct relationship preferences and behaviors or if they reflect broader responsiveness or positive relationship behaviors regardless of matching. The presentation will conclude with a critical discussion of the personal and relational characteristics most likely to lead to resilience in the context of close relationships.","cbCaig4oD9g6X2AJ","https://ap.wps.com/l/cbCaig4oD9g6X2AJ","pdf",402572,"English","# Abstract\n## Study Rationale and Background\n## Methods and Sample\n## Key Findings\n## Interpretation and Implications","[{\"question\":\"What do the results suggest about the role of love languages?\",\"answer\":\"They suggest revisiting whether love languages tap distinct relationship preferences and behaviors or instead reflect broader responsiveness and positive relationship behaviors regardless of matching.\"}]","LOST IN TRANSLATION: MATCHING ON LOVE LANGUAGES EXPLAINS LITTLE VARIATION IN RELATIONAL OUTCOMES IN MID AND LATE LIFE | PDF",1790639666]