{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T04:53:23Z","timestamp":1791176003574,"version":"4.1.0"},"reference-count":60,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T00:00:00Z","timestamp":1791158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Nutr."],"abstract":"<jats:p>\n                    Competitive athletes routinely face psychological demands that intersect with daily behavioral practices, yet music engagement and nutrition strategies have rarely been examined together as correlates of athlete psychological well-being. This study investigated the cross-sectional associations of strategic music use and differentiated nutrition strategies with a psychological well-being and recovery-related mental state composite among competitive athletes, using a sequential explanatory mixed-methods design. Survey data were collected from 350 competitive athletes in Changsha, China, between February and May 2026, and semi-structured interviews were conducted with 30 purposively selected participants. Measurement validity was evaluated through exploratory and confirmatory factor analysis, and associations were estimated using multiple regression and structural equation modeling while adjusting for demographic and training covariates. Music engagement was positively associated with the psychological well-being composite (\n                    <jats:italic>\u03b2<\/jats:italic>\n                    \u202f=\u202f0.31, 95% CI 0.22 to 0.41,\n                    <jats:italic>p<\/jats:italic>\n                    \u202f&amp;lt;\u202f0.001), and nutrition strategies showed a comparably stronger association (\n                    <jats:italic>\u03b2<\/jats:italic>\n                    \u202f=\u202f0.39, 95% CI 0.30 to 0.49,\n                    <jats:italic>p<\/jats:italic>\n                    \u202f&amp;lt;\u202f0.001). Qualitative interviews indicated that athletes used music intentionally for arousal regulation, focus, and emotional recovery, while hydration and meal regularity were perceived as more feasible than diet planning, which was constrained by travel, scheduling, and resource barriers. These findings suggest that strategic music use and consistent nutrition practices represent behavioral correlates of athlete-reported psychological functioning and may inform non-clinical, athlete-centered self-management approaches, though longitudinal and intervention research is needed to evaluate directionality and causal mechanisms.\n                  <\/jats:p>","DOI":"10.3389\/fnut.2026.1934748","type":"journal-article","created":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T04:36:05Z","timestamp":1791174965000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Music engagement, nutrition strategies, and psychological well-being in competitive athletes: a sequential explanatory mixed-methods study"],"prefix":"10.3389","volume":"13","author":[{"given":"Fangkun","family":"Li","sequence":"first","affiliation":[{"name":"Department of P.E., Central South University","place":["Changsha, Hunan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiqiang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of P.E., Central South University","place":["Changsha, Hunan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,10,5]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"382","DOI":"10.3945\/jn.111.142000","article-title":"Mild dehydration affects mood in healthy young women","volume":"142","author":"Armstrong Ganio","year":"2012","journal-title":"J Nutr"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1136\/bjsports-2019-100671","article-title":"Occurrence of mental health symptoms and disorders in current and former elite athletes: a systematic review and meta-analysis","volume":"53","author":"Gouttebarge Castaldelli-Maia","year":"2019","journal-title":"Br J Sports Med."},{"key":"ref3","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1136\/bjsports-2019-100715","article-title":"Mental health in elite athletes: International Olympic Committee consensus statement","volume":"53","author":"Reardon Hainline","year":"2019","journal-title":"Br J Sports Med."},{"key":"ref4","first-page":"46","article-title":"Mental health in elite athletes: increased awareness requires an early intervention framework to respond to athlete needs","volume-title":"Sports Med. - Open","author":"Purcell Gwyther","year":"2019"},{"key":"ref5","first-page":"658","article-title":"Music use in exercise: a questionnaire study","volume-title":"Media Psychol.","author":"Hallett","year":"2017"},{"key":"ref6","first-page":"44","article-title":"Music in the exercise domain: a review and synthesis (Part I)","volume-title":"Int. Rev. Sport Exerc. Psychol.","author":"Karageorghis","year":"2012"},{"key":"ref7","volume-title":"Self-Determination Theory and the Facilitation of Intrinsic Motivation, Social Development, and well-BeingAmerican Psychologist","author":"Ryan","year":"2000"},{"key":"ref8","first-page":"501","article-title":"Position of the academy of nutrition and dietetics, dietitians of Canada, and the American College of Sports Medicine: nutrition and athletic performance","volume-title":"J. Acad. Nutr. Diet.","author":"Thomas","year":"2016"},{"key":"ref9","first-page":"265","article-title":"The effects of dietary improvement on symptoms of depression and anxiety: a meta-analysis of randomized controlled trials","volume-title":"Psychosomatic Medicine","author":"Firth","year":"2019"},{"key":"ref10","article-title":"Applying music in exercise and sport","author":"Karageorghis","year":"2017"},{"key":"ref11","first-page":"91","article-title":"Effects of music in exercise and sport: a meta-analytic review","volume-title":"Psychol. Bull.","author":"Terry","year":"2020"},{"key":"ref12","first-page":"1052","article-title":"Music enhances performance and perceived enjoyment of sprint interval exercise","volume-title":"Med. Sci. Sports Exerc.","author":"Stork","year":"2015"},{"key":"ref13","first-page":"198","article-title":"Emotional and motivational uses of music in sports and exercise: a questionnaire study among athletes","volume-title":"Psychol. Music","author":"Laukka","year":"2013"},{"key":"ref14","first-page":"240","article-title":"Recovery and performance in sport: consensus statement","volume-title":"Int. J. Sports Physiol. Perform.","author":"Kellmann","year":"2018"},{"key":"ref15","first-page":"33","article-title":"International society of sports nutrition position stand: nutrient timing","volume-title":"J. Int. Soc. Sports Nutr.","author":"Kerksick","year":"2017"},{"key":"ref16","first-page":"6","article-title":"Sport nutrition: a review of the latest guidelines for exercise and sport nutrition from the American College of Sport Nutrition, the International Olympic Committee and the International Society for Sports Nutrition","volume-title":"S. Afr. J. Clin. Nutr.","author":"Potgieter","year":"2013"},{"key":"ref17","first-page":"411","article-title":"How do gym members engage with music during exercise? Qualitative research in sport, exercise and health","volume-title":"Qual. Res. Sport Exerc. Health.","author":"Hallett","year":"2015"},{"key":"ref18","first-page":"347","article-title":"A qualitative investigation into the characteristics and effects of music accompanying exercise","volume-title":"Eur. Phys. Educ. Rev.","author":"Priest","year":"2008"},{"key":"ref19","first-page":"248","article-title":"Nutrition knowledge in athletes: a systematic review","volume-title":"Int. J. Sport Nutr. Exerc. Metab.","author":"Heaney O\u2019Connor","year":"2011"},{"key":"ref20","first-page":"664","article-title":"Making health habitual: the psychology of \u201chabit-formation\u201d and general practice","volume-title":"Br. J. Gen. Pract.","author":"Gardner Lally","year":"2012"},{"key":"ref21","first-page":"S139","article-title":"Monitoring training load to understand fatigue in athletes","volume-title":"Sports Medicine","author":"Halson","year":"2014"},{"key":"ref22","first-page":"89","article-title":"The effect of music type on running perseverance and coping with effort sensations","volume-title":"Psychol. Sport Exerc.","author":"Tenenbaum","year":"2004"},{"key":"ref23","doi-asserted-by":"crossref","DOI":"10.3390\/nu11051160","article-title":"Dietary intakes of professional and semi-professional team sport athletes do not meet sport nutrition recommendations\u2014a systematic literature review","volume-title":"Nutrients","author":"Jenner","year":"2019"},{"key":"ref24","volume-title":"Principles and Practice of Structural Equation Modeling","author":"Kline","year":"2016"},{"key":"ref25","first-page":"3","article-title":"Using mixed-methods sequential explanatory design: from theory to practice","volume-title":"Field Methods","author":"Ivankova","year":"2006"},{"key":"ref26","first-page":"879","article-title":"Common method biases in behavioral research: a critical review of the literature and recommended remedies","volume-title":"J. Appl. Psychol.","author":"Podsakoff","year":"2003"},{"key":"ref27","first-page":"107","article-title":"How to construct a mixed methods research design","volume-title":"KZfSS","author":"Schoonenboom","year":"2017"},{"key":"ref28","volume-title":"Designing and Conducting Mixed Methods Research","author":"Creswell","year":"2018"},{"key":"ref29","first-page":"e296","article-title":"The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies","volume-title":"PLOS Med.","author":"von Elm","year":"2007"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1080\/026404199365579","article-title":"Development and initial Validation of an Instrument to Assess the Motivational Qualities of music in Exercise and sport: The Brunel Music Rating Inventory","volume-title":"Journal of Sports Sciences","author":"Karageorghis","year":"1999"},{"key":"ref31","first-page":"38","article-title":"ISSN exercise & sports nutrition review update: research & recommendations","volume-title":"J. Int. Soc. Sports Nutr.","author":"Kerksick Wilborn","year":"2018"},{"key":"ref32","first-page":"281","article-title":"Monitoring the athlete training response: subjective self-reported measures trump commonly used objective measures: a systematic review","volume-title":"Br J Sports Med.","author":"Saw Main","year":"2016"},{"key":"ref33","first-page":"114","article-title":"Accounting for common method variance in cross-sectional research designs","volume-title":"J. Appl. Psychol.","author":"Lindell","year":"2001"},{"key":"ref34","first-page":"37","article-title":"Can I use TA? Should I use TA? Should I not use TA? Comparing reflexive thematic analysis and other pattern-based qualitative analytic approaches","volume-title":"Counselling and Psychotherapy Research","author":"Braun","year":"2021"},{"key":"ref35","first-page":"2134","article-title":"Achieving integration in mixed methods designs\u2014principles and practices","volume-title":"Health Serv. Res.","author":"Fetters Curry","year":"2013"},{"key":"ref36","first-page":"272","article-title":"Evaluating the use of exploratory factor analysis in psychological research","volume-title":"Psychol. Methods","author":"Fabrigar Wegener","year":"1999"},{"key":"ref37","first-page":"115","article-title":"A new criterion for assessing discriminant validity in variance-based structural equation modeling","volume-title":"J. Acad. Mark. Sci.","author":"Henseler","year":"2015"},{"key":"ref38","first-page":"1535","article-title":"Mild dehydration impairs cognitive performance and mood of men","volume-title":"Br. J. Nutr.","author":"Ganio Armstrong","year":"2011"},{"key":"ref39","first-page":"33","article-title":"The Influence of music Preference on Exercise Responses and Performance: A Review","volume-title":"J. Funct. Morphol. Kinesiol.","author":"Ballmann","year":"2021"},{"key":"ref40","volume-title":"A Concise Introduction to Mixed Methods Research","author":"Creswell","year":"2015"},{"key":"ref41","first-page":"c4587","article-title":"Three techniques for integrating data in mixed methods studies","volume-title":"BMJ","author":"O'Cathain","year":"2010"},{"key":"ref42","first-page":"584","article-title":"A grounded theory of young tennis players\u2019 use of music to manipulate emotional state","volume-title":"J. Sport Exerc. Psychol.","author":"Bishop","year":"2007"},{"key":"ref43","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1123\/jsp.7.4.371","article-title":"Perceived exertion: an active or passive process?","volume":"7","author":"Rejeski","year":"1985","journal-title":"J Sport Psychol"},{"key":"ref44","first-page":"182","article-title":"Self-determination theory: a macrotheory of human motivation, development, and health","volume-title":"Can. Psychol.","author":"Deci","year":"2008"},{"key":"ref45","first-page":"709","article-title":"American College of Sports Medicine position stand","volume-title":"Med. Sci. Sports Exerc.","author":"Rodriguez Di Marco","year":"2009"},{"key":"ref46","first-page":"1073","article-title":"2023 International Olympic Committee\u2019s consensus statement on relative energy deficiency in sport (REDs)","volume-title":"Br. J. Sports Med.","author":"Mountjoy","year":"2023"},{"key":"ref47","first-page":"313","article-title":"Validity of dietary assessment in athletes: a systematic review","volume-title":"Nutrients","author":"Capling Beck","year":"2017"},{"key":"ref48","first-page":"177","article-title":"International Society of Sports Nutrition position stand: protein and exercise","volume-title":"J. Int. Soc. Sports Nutr.","author":"J\u00e4ger","year":"2017"},{"key":"ref49","first-page":"843","article-title":"A new look at habits and the habit-goal interface","volume-title":"Psychological Review","author":"Wood","year":"2007"},{"key":"ref50","first-page":"998","article-title":"How are habits formed: modelling habit formation in the real world","volume-title":"Eur. J. Soc. Psychol.","author":"Lally","year":"2010"},{"key":"ref51","first-page":"762","article-title":"A tale of three perspectives: examining post hoc statistical techniques for detection and correction of common method variance","volume-title":"Organ. Res. Methods","author":"Richardson Simmering","year":"2009"},{"key":"ref52","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9781139174794","volume-title":"On the Self-Regulation of Behavior","author":"Carver","year":"1998"},{"key":"ref53","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/B978-012109890-2\/50031-7","article-title":"Attaining self-regulation: a social cognitive perspective","volume-title":"Handbook of Self-Regulation (book chapter)","author":"Zimmerman","year":"2000"},{"key":"ref54","first-page":"554","article-title":"Integrating quantitative and qualitative results in health science mixed methods research through joint displays","author":"Guetterman Fetters","year":"2015"},{"key":"ref55","volume-title":"Toward a Definition of Mixed Methods ResearchJournal of Mixed Methods Research","author":"Johnson","year":"2007"},{"key":"ref56","first-page":"3192","article-title":"Common methods variance detection in business research","volume-title":"J. Bus. Res.","author":"Simmering","year":"2016"},{"key":"ref57","first-page":"261","article-title":"Methodology series module 3: cross-sectional studies","volume-title":"Indian J. Dermatol.","author":"Setia","year":"2016"},{"key":"ref58","first-page":"24","article-title":"Study design III: cross-sectional studies","volume-title":"Evidence-Based Dentistry","author":"Levin","year":"2006"},{"key":"ref59","first-page":"117","article-title":"Eating behaviors and nutrition challenges of collegiate athletes: the role of the athletic trainer in a performance nutrition program","volume-title":"Athletic Training & Sports Health Care","author":"Sanfilippo","year":"2018"},{"key":"ref60","first-page":"149","article-title":"Best practices for developing and validating scales for health, social, and behavioral research: a primer","volume-title":"Front. Public Health.","author":"Boateng","year":"2018"}],"container-title":["Frontiers in Nutrition"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnut.2026.1934748\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T04:36:43Z","timestamp":1791175003000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnut.2026.1934748\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10,5]]},"references-count":60,"alternative-id":["10.3389\/fnut.2026.1934748"],"URL":"https:\/\/doi.org\/10.3389\/fnut.2026.1934748","relation":{},"ISSN":["2296-861X"],"issn-type":[{"value":"2296-861X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10,5]]},"article-number":"1934748"}}