Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 15Muscle metabolism and nutritionNutrition and Health in AgingNutrition and Health Studies

The DOI matches its Crossref record; 86 of the 86 references it cites were found in a registry or an index; none of the 42 sources its claims cite is checked for support yet.

Nutrition for Master Athletes: Is There a Need for Specific Recommendations?

Open access
Louis, Julien, Vercruyssen, Fabrice, Dupuy, Olivier, Bernard, Thierry·2020·Journal of Aging and Physical Activity

Abstract

Master athletes are often considered exemplars of successful aging, thanks to their capacity to maintain a high sports performance during their entire life. A high training capacity, regular participation in sporting competitions, and delayed alterations in body composition and physiological capacities have been listed among the main factors contributing to impressive master athletes’ performances. However, there is a paucity of data on the metabolism and dietary habits of master athletes, and the question of whether they need to adapt their nutrition to the aging process remains open. Herein, the authors presented a contemporary overview of the metabolic challenges associated with aging, including the risk of low energy availability, anabolic resistance, and periods of metabolic crisis due to forced immobilization. After assembling scientific evidence to show that master athletes must adapt their dietary intake, the authors proposed a summary of nutritional recommendations for master athletes and suggested the next stage of research.

Overview

CoChat Summary

TL;DR

This narrative review argues that master athletes (≥40 years) may require specific nutrition because they face low energy availability, anabolic resistance, and periods of metabolic crisis due to forced inactivity. It proposes practical recommendations—chiefly adequate energy availability (>30 kcal/kg lean body mass/day) and ≥30 g high-quality protein per meal every 3–4 h—while noting that direct data on master athletes are scarce.

Key findings

  • Master athletes may face decreased energy and protein intake, anabolic resistance, and periods of metabolic crisis due to forced inactivity; the paper states there is no clear evidence of insufficient energy intake in master athletes, but some athletic populations show inadequate post-exercise intake.
  • In cited studies, master female athletes had higher energy intakes than sedentary peers (e.g., 2079 and 2001 kcal/day vs 1632 kcal/day for non-athletic women 50–59 years), and master athletes (mean age 63 years) had +24% energy intake vs RDA, with +46% protein, +34% fat, and +13% carbohydrate. However, master triathletes (mean age 57.7 years) consumed less post-exercise energy (22.7 vs 37.8 kJ/kg) and carbohydrate (0.7 vs 1.1 g/kg; recommendation 1.0 g/kg) than young triathletes.
  • Anabolic resistance with aging is reported: current recommendations for older people are ≥30 g protein per meal (vs ≥20 g for young adults) every 3–4 h, and for master endurance athletes 35–40 g/meal or ~0.4 g/kg is suggested. Cited trials found 40 g whey increased muscle protein synthesis more than 20 g in older men (mean age 71 years), larger meat portion (170 vs 113 g) increased muscle protein synthesis by 47% in master athletes (mean age 59 years), and protein around resistance training increased fat-free mass by 33% and muscle strength by 38% in a meta-analysis.
  • Proposed recommendations include maintaining energy availability >30 kcal/kg lean body mass/day; periodizing carbohydrate from <2.5 g/kg/day on rest/easy days to >8–10 g/kg/day on high-intensity/competition days; ingesting ≥30 g protein per meal/snack every 3–4 h; keeping fat ~1–1.5 g/kg/day; and considering creatine (10 g/day for 2 weeks then 5 g/day) and HMB (3 g/day) during immobilization, while fish oil omega-3 (2–4 g/day up to 8 weeks) may aid muscle protein synthesis but requires further research.

Methods

  • Narrative review; literature search conducted on PubMed, Scopus, and SPORTDiscus using terms including ‘master’ or ‘senior’ or ‘older’ or ‘veteran’ or ‘age’ and ‘exercise’ or ‘nutrition’ or ‘metabolism’ or ‘diet’, supplemented by reference lists of relevant articles.
  • Due to paucity of data on nutrition for master athletes, no exclusion criteria were applied for training load and performance level; the authors state the absence of research prevented a systematic review.
  • The paper synthesizes evidence from aging, master athletes, and athlete nutrition to propose recommendations; no new primary data were collected.

Limitations

  • The paper states very few scientific data exist on the nutritional requirements of master athletes, energy requirements are not well known, there is no clear evidence of insufficient energy intake in master athletes, and no information exists about appetite of master compared to younger athletes; this prevented a systematic review.
  • The paper states it is not known at which age anabolic resistance is triggered or whether it can be delayed with training; additional research is warranted on energy requirements, spontaneous intake, and emerging nutritional manipulations in master athletes.
  • Evident: recommendations are largely extrapolated from younger athletes and older non-athletic populations, with some cited studies small or not exclusively in master athletes; as a narrative review, it lacks systematic search, risk-of-bias assessment, or quantitative synthesis.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1123/japa.2019-0190

Cites

86 of 86 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

0 Valid · 3 Not valid · 34 Not checked · 14 Own results and interpretations

20 more claims

Create a free account to see all 51 claims and to verify the 35 references still open.

See all claims — free account
  • Probably not a substantial claim. 11
  • It may state two separate claims as one. 19

Create a free account to see these claims.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

3 of 3

Citations

Cites

Show all 86 references

Research works printed but not linked: 80

  1. Biolo, 1995, Increased rates of muscle protein turnover and amino acid transport after resistance exercise in humans, American Journal of Physiology,, 268, E514
  2. Wolfe, 2008, The recommended dietary allowance of protein: A misunderstood concept, The Journal of the American Medical Association,, 299, 2891, 10.1001/jama.299.24.2891 · DOI · Paper page
  3. Di Girolamo, 2017, Higher protein intake is associated with improved muscle strength in elite senior athletes, Nutrition,, 42,, 82, 10.1016/j.nut.2017.05.003 · DOI · Paper page
  4. Beshgetoor, 2003, Dietary intake and supplement use in female master cyclists and runners, International Journal of Sport Nutrition and Exercise Metabolism,, 13, 166, 10.1123/ijsnem.13.2.166 · DOI · Paper page
  5. Cermak, 2012, Protein supplementation augments the adaptive response of skeletal muscle to resistance-type exercise training: A meta-analysis, The American Journal of Clinical Nutrition,, 96, 1454, 10.3945/ajcn.112.037556 · DOI · Paper page
  6. Wright, 2008, Age-related rates of decline in performance among elite senior athletes, American Journal of Sports Medicine,, 36, 443, 10.1177/0363546507309673 · DOI · Paper page
  7. Hayes, 2013, Does chronic exercise attenuate age-related physiological decline in males?, Research in Sports Medicine,, 21, 343, 10.1080/15438627.2013.825799 · DOI · Paper page
  8. Paddon-Jones, 2014, Dietary protein and muscle in older persons, Current Opinion in Clinical Nutrition & Metabolic Care,, 17, 5, 10.1097/mco.0000000000000011 · DOI
  9. Tieland, 2012, Dietary protein intake in community-dwelling, frail, and institutionalized elderly people: Scope for improvement, European Journal of Nutrition,, 51, 173, 10.1007/s00394-011-0203-6 · DOI · Paper page
  10. Lepers, 2012, Do older athletes reach limits in their performance during marathon running?, Age,, 34, 773, 10.1007/s11357-011-9271-z · DOI
  11. St-Onge, 2010, Body composition changes with aging: The cause or the result of alterations in metabolic rate and macronutrient oxidation?, Nutrition,, 26, 152, 10.1016/j.nut.2009.07.004 · DOI · Paper page
  12. Drewnowski, 2001, Nutrition, physical activity, and quality of life in older adults: Summary, The Journals of Gerontology: Series A, Biological Sciences & Medical Sciences,, 56, 89, 10.1093/gerona/56.suppl_2.89 · DOI · Paper page
  13. Van Pelt, 2001, Age-related decline in RMR in physically active men: Relation to exercise volume and energy intake, American Journal of Physiology—Endocrinology and Metabolism,, 281, E633, 10.1152/ajpendo.2001.281.3.e633 · DOI · Paper page
  14. Burd, 2009, Exercise training and protein metabolism: Influences of contraction, protein intake, and sex-based differences, Journal of Applied Physiology,, 106, 1692, 10.1152/japplphysiol.91351.2008 · DOI · Paper page
  15. Areta, 2013, Timing and distribution of protein ingestion during prolonged recovery from resistance exercise alters myofibrillar protein synthesis, The Journal of Physiology,, 591, 2319, 10.1113/jphysiol.2012.244897 · DOI · Paper page
  16. Nikolaidis, 2017, Performance trends in age-group runners from 100 m to marathon-The World Championships from 1975 to 2015, Scandinavian Journal of Medicine & Science in Sports,, 27, 1588, 10.1111/sms.12821 · DOI
  17. Kumar, 2009, Age-related differences in the dose-response relationship of muscle protein synthesis to resistance exercise in young and old men, The Journal of Physiology,, 587, 211, 10.1113/jphysiol.2008.164483 · DOI · Paper page
  18. Morley, 1988, Anorexia in the elderly, Neurobiology of Aging,, 9, 9, 10.1016/s0197-4580(88)80004-6 · DOI · Paper page
  19. Rutherfurd, 2015, Protein digestibility-corrected amino acid scores and digestible indispensable amino acid scores differentially describe protein quality in growing male rats, Journal of Nutrition,, 145, 372, 10.3945/jn.114.195438 · DOI · Paper page
  20. Doering, 2016, Lower integrated muscle protein synthesis in masters compared with younger athletes, Medicine & Science in Sports & Exercise,, 48, 1613, 10.1249/mss.0000000000000935 · DOI · Paper page
  21. Yang, 2012, Resistance exercise enhances myofibrillar protein synthesis with graded intakes of whey protein in older men, British Journal of Nutrition,, 108, 1780, 10.1017/s0007114511007422 · DOI · Paper page
  22. Groen, 2012, Intragastric protein administration stimulates overnight muscle protein synthesis in elderly men, American Journal of Physiology—Endocrinology and Metabolism,, 302, E52, 10.1152/ajpendo.00321.2011 · DOI · Paper page
  23. Boirie, 2009, Physiopathological mechanism of sarcopenia, The Journal of Nutrition, Health & Aging,, 13, 717, 10.1007/s12603-009-0203-x · DOI · Paper page
  24. Butterworth, 1993, Exercise training and nutrient intake in elderly women, Journal of the American Dietetic Association,, 93, 653, 10.1016/0002-8223(93)91671-c · DOI · Paper page
  25. Wilson, 2003, Invited review: Aging and energy balance, Journal of Applied Physiology,, 95, 1728, 10.1152/japplphysiol.00313.2003 · DOI · Paper page
  26. Roy, 2016, A scoping review of anorexia of aging correlates and their relevance to population health interventions, Appetite,, 105,, 688, 10.1016/j.appet.2016.06.037 · DOI · Paper page
  27. Wall, 2012, Neuromuscular electrical stimulation increases muscle protein synthesis in elderly type 2 diabetic men, American Journal of Physiology—Endocrinology and Metabolism,, 303, E614, 10.1152/ajpendo.00138.2012 · DOI
  28. Poehlman, 1992, Influence of aerobic capacity, body composition, and thyroid hormones on the age-related decline in resting metabolic rate, Metabolism,, 41, 915, 10.1016/0026-0495(92)90177-c · DOI · Paper page
  29. Burke, 2018, Swifter, higher, stronger: What’s on the menu?, Science,, 362, 781, 10.1126/science.aau2093 · DOI
  30. Bernard, 2010, Age-related decline in Olympic triathlon performance: Effect of locomotion mode, Experimental Aging Research,, 36, 64, 10.1080/03610730903418620 · DOI
  31. Doering, 2016, Comparison of postexercise nutrition knowledge and postexercise carbohydrate and protein intake between Australian masters and younger triathletes, International Journal of Sport Nutrition and Exercise Metabolism,, 26, 338, 10.1123/ijsnem.2015-0289 · DOI · Paper page
  32. Hespel, 2001, Oral creatine supplementation facilitates the rehabilitation of disuse atrophy and alters the expression of muscle myogenic factors in humans, The Journal of Physiology,, 536, 625, 10.1111/j.1469-7793.2001.0625c.xd · DOI · Paper page
  33. Wall, 2014, Substantial skeletal muscle loss occurs during only 5 days of disuse, Acta Physiologica,, 210, 600, 10.1111/apha.12190 · DOI · Paper page
  34. Symons, 2011, The anabolic response to resistance exercise and a protein-rich meal is not diminished by age, The Journal of Nutrition, Health and Aging,, 15, 376, 10.1007/s12603-010-0319-z · DOI · Paper page
  35. Janssen, 2000, Skeletal muscle mass and distribution in 468 men and women aged 18–88 yr, Journal of Applied Physiology,, 89, 81, 10.1152/jappl.2000.89.1.81 · DOI · Paper page
  36. Trappe, 2007, Marathon runners: How do they age?, Sports Medicine,, 37, 302, 10.2165/00007256-200737040-00008 · DOI
  37. Rosenbloom, 2007, Nutrition recommendations for masters athletes, Clinics in Sports Medicine,, 26, 91, 10.1016/j.csm.2006.11.005 · DOI · Paper page
  38. Lepers, 2016, Master athletes are extending the limits of human endurance, Frontiers in Physiology,, 7,, 613, 10.3389/fphys.2016.00613 · DOI · Paper page
  39. Moore, 2009, Ingested protein dose response of muscle and albumin protein synthesis after resistance exercise in young men, The American Journal of Clinical Nutrition,, 89, 161, 10.3945/ajcn.2008.26401 · DOI · Paper page
  40. Louis, 2012, Strength training improves cycling efficiency in master endurance athletes, European Journal of Applied Physiology,, 112, 631, 10.1007/s00421-011-2013-1 · DOI
  41. Res, 2012, Protein ingestion before sleep improves postexercise overnight recovery, Medicine & Science in Sports & Exercise,, 44, 1560, 10.1249/mss.0b013e31824cc363 · DOI · Paper page
  42. Pennings, 2011, Whey protein stimulates postprandial muscle protein accretion more effectively than do casein and casein hydrolysate in older men, The American Journal of Clinical Nutrition,, 93, 997, 10.3945/ajcn.110.008102 · DOI · Paper page
  43. Burd, 2013, Anabolic resistance of muscle protein synthesis with aging, Exercise and Sport Sciences Reviews,, 41, 169, 10.1097/jes.0b013e318292f3d5 · DOI · Paper page
  44. Fell, 2008, Altered perception and report of fatigue and recovery in veteran athletes, The Journal of Sports Medicine and Physical Fitness,, 48, 272
  45. Lexell, 1995, Human aging, muscle mass, and fiber type composition, The Journals of Gerontology: Series A, Biological Sciences and Medical Sciences,, 50,, 11
  46. Biolo, 1997, An abundant supply of amino acids enhances the metabolic effect of exercise on muscle protein, American Journal of Physiology,, 273, E122
  47. Chatard, 1998, Nutritional status and physical fitness of elderly sportsmen, European Journal of Applied Physiology and Occupational Physiology,, 77, 157, 10.1007/s004210050314 · DOI · Paper page
  48. Fukagawa, 1990, Effect of age on body composition and resting metabolic rate, American Journal of Physiology,, 259, E233
  49. Cox, 2019, Assessment and treatment of the anorexia of aging: A systematic review, Nutrients,, 11, 10.3390/nu11010144 · DOI
  50. Doering, 2016, Postexercise dietary protein strategies to maximize skeletal muscle repair and remodeling in masters endurance athletes: A review, International Journal of Sport Nutrition and Exercise Metabolism,, 26, 168, 10.1123/ijsnem.2015-0102 · DOI · Paper page
  51. Layman, 2002, Role of leucine in protein metabolism during exercise and recovery, Canadian Journal of Applied Physiology,, 27, 646, 10.1139/h02-038 · DOI · Paper page
  52. Baumgartner, 1998, Epidemiology of sarcopenia among the elderly in New Mexico, American Journal of Epidemiology,, 147, 755, 10.1093/oxfordjournals.aje.a009520 · DOI · Paper page
  53. Burd, 2012, Greater stimulation of myofibrillar protein synthesis with ingestion of whey protein isolate v. micellar casein at rest and after resistance exercise in elderly men, British Journal of Nutrition,, 108, 958, 10.1017/s0007114511006271 · DOI · Paper page
  54. Easthope, 2010, Effects of a trail running competition on muscular performance and efficiency in well-trained young and master athletes, European Journal of Applied Physiology,, 110, 1107, 10.1007/s00421-010-1597-1 · DOI · Paper page
  55. Burd, 2011, Enhanced amino acid sensitivity of myofibrillar protein synthesis persists for up to 24 h after resistance exercise in young men, Journal of Nutrition,, 141, 568, 10.3945/jn.110.135038 · DOI · Paper page
  56. Louis, 2018, Comment maintenir son niveau de performance physique avec l’âge? L’exemple de l’athlète master, Science & Sports,, 33, S10, 10.1016/j.scispo.2018.03.006 · DOI
  57. Wall, 2015, Aging is accompanied by a blunted muscle protein synthetic response to protein ingestion, PLoS ONE,, 10, e0140903, 10.1371/journal.pone.0140903 · DOI · Paper page
  58. Geard, 2017, Masters athletes: Exemplars of successful aging?, Journal of Aging and Physical Activity,, 25, 490, 10.1123/japa.2016-0050 · DOI · Paper page
  59. Paddon-Jones, 2009, Dietary protein recommendations and the prevention of sarcopenia, Current Opinion in Clinical Nutrition & Metabolic Care,, 12, 86, 10.1097/mco.0b013e32831cef8b · DOI · Paper page
  60. Loucks, 2003, Luteinizing hormone pulsatility is disrupted at a threshold of energy availability in regularly menstruating women, The Journal of Clinical Endocrinology and Metabolism,, 88, 297, 10.1210/jc.2002-020369 · DOI · Paper page
  61. Matthews, 2008, Amount of time spent in sedentary behaviors in the United States, 2003–2004, American Journal of Epidemiology,, 167, 875, 10.1093/aje/kwm390 · DOI · Paper page
  62. van Loon, 2013, Role of dietary protein in post-exercise muscle reconditioning, Nestlé Nutrition Institute Workshop Series,, 75,, 73, 10.1159/000345821 · DOI
  63. Van Pelt, 1997, Regular exercise and the age-related decline in resting metabolic rate in women, The Journal of Clinical Endocrinology and Metabolism,, 82, 3208
  64. Wilkinson, 2013, Effects of leucine and its metabolite beta-hydroxy-beta-methylbutyrate on human skeletal muscle protein metabolism, The Journal of Physiology,, 591, 2911, 10.1113/jphysiol.2013.253203 · DOI · Paper page
  65. Smith, 2011, Dietary omega-3 fatty acid supplementation increases the rate of muscle protein synthesis in older adults: A randomized controlled trial, The American Journal of Clinical Nutrition,, 93, 402, 10.3945/ajcn.110.005611 · DOI · Paper page
  66. English, 2010, Protecting muscle mass and function in older adults during bed rest, Current Opinion in Clinical Nutrition & Metabolic Care,, 13, 34, 10.1097/mco.0b013e328333aa66 · DOI · Paper page
  67. Mountjoy, 2014, The IOC consensus statement: Beyond the female athlete triad—Relative Energy Deficiency in Sport (RED-S), British Journal of Sports Medicine,, 48, 491, 10.1136/bjsports-2014-093502 · DOI · Paper page
  68. Robinson, 2013, Dose-dependent responses of myofibrillar protein synthesis with beef ingestion are enhanced with resistance exercise in middle-aged men, Applied Physiology, Nutrition, and Metabolism,, 38, 120, 10.1139/apnm-2012-0092 · DOI · Paper page
  69. Tang, 2009, Ingestion of whey hydrolysate, casein, or soy protein isolate: Effects on mixed muscle protein synthesis at rest and following resistance exercise in young men, Journal of Applied Physiology,, 107, 987, 10.1152/japplphysiol.00076.2009 · DOI · Paper page
  70. Tanaka, 2008, Endurance exercise performance in Masters athletes: Age-associated changes and underlying physiological mechanisms, The Journal of Physiology,, 586, 55, 10.1113/jphysiol.2007.141879 · DOI · Paper page
  71. Kundert, 2019, Changes in jumping and throwing performances in age-group athletes competing in the European Masters Athletics Championships between 1978 and 2017, International Journal of Environmental Research and Public Health,, 16, E1200, 10.3390/ijerph16071200 · DOI
  72. Rodacki, 2012, Fish-oil supplementation enhances the effects of strength training in elderly women, The American Journal of Clinical Nutrition,, 95, 428, 10.3945/ajcn.111.021915 · DOI · Paper page
  73. Rolland, 2008, Sarcopenia: Its assessment, etiology, pathogenesis, consequences and future perspectives, The Journal of Nutrition, Health and Aging,, 12, 433, 10.1007/bf02982704 · DOI · Paper page
  74. Wall, 2013, Nutritional strategies to attenuate muscle disuse atrophy, Nutrition Reviews,, 71, 195, 10.1111/nure.12019 · DOI · Paper page
  75. Lazarus, 2017, Declining performance of master athletes: Silhouettes of the trajectory of healthy human ageing?, The Journal of Physiology,, 595, 2941, 10.1113/jp272443 · DOI · Paper page
  76. Janssen, 2004, The healthcare costs of sarcopenia in the United States, Journal of the American Geriatrics Society,, 52, 80, 10.1111/j.1532-5415.2004.52014.x · DOI · Paper page
  77. English, 2016, Leucine partially protects muscle mass and function during bed rest in middle-aged adults, The American Journal of Clinical Nutrition,, 103, 465, 10.3945/ajcn.115.112359 · DOI · Paper page
  78. Sultana, 2012, Age-related changes in cardio-respiratory responses and muscular performance following an Olympic triathlon in well-trained triathletes, European Journal of Applied Physiology,, 112, 1549, 10.1007/s00421-011-2115-9 · DOI
  79. Biolo, 2014, Muscle contractile and metabolic dysfunction is a common feature of sarcopenia of aging and chronic diseases: From sarcopenic obesity to cachexia, Clinical Nutrition,, 33, 737, 10.1016/j.clnu.2014.03.007 · DOI · Paper page
  80. Yang, 2012, Myofibrillar protein synthesis following ingestion of soy protein isolate at rest and after resistance exercise in elderly men, Nutrition & Metabolism,, 9, 57, 10.1186/1743-7075-9-57 · DOI · Paper page

Cited by

See all 15

Metadata

Authors
Louis, J., Vercruyssen, F., Dupuy, O., & Bernard, T.
Venue
Journal of Aging and Physical Activity
Published
2020-06-01
Volume
28
Issue
3
Pages
489-498
ISSN
  • 1063-8652 (ISSN-L)
  • 1543-267X
OpenAlex
W2990415592
Cited by
15
References
86
Citations by year
2026: 2 · 2025: 1 · 2024: 3 · 2023: 4 · 2022: 1 · 2021: 2 · 2020: 1
FWCI
0.93
Type
journal article
Language
en
Open access
Locations
  • Journal of Aging and Physical Activity (publishedVersion)
  • PubMed (publishedVersion)
  • Liverpool John Moores University (acceptedVersion)
Topics
  • Health Sciences › Nursing › Nutrition and Dietetics › Muscle metabolism and nutrition
  • Health Sciences › Medicine › Physiology (medical) › Nutrition and Health in Aging
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutrition and Health Studies
Keywords
master athletes, aging, nutrition, dietary recommendations, low energy availability, anabolic resistance, metabolic crisis, immobilization, body composition, athletic performance, older adults

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-11-14, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-14 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.