Validación de contenido de la EIWEF (Escala Integral de Bienestar para Futbolistas): una herramienta breve de monitoreo multidimensional

Authors

  • Juan José del Ojo López Universidad de Sevilla, Spain
  • Marios Argyrides Neapolis University Pafos, Cyprus
  • Larién López Rodríguez Instituto de Medicina Deportiva, Habana, Cuba
  • Adrián Feria Madueño Universidad de Sevilla, Spain; Asociación de Investigación e Innovación en Ejercicio Físico y Tecnologías Aplicadas al Movimiento y la Salud, Seville, Spain

Keywords:

football, wellness monitoring, questionnaire, content validity, expert panel.

Abstract

Monitoring athlete wellness is essential for training-load management, recovery and performance in football. However, many existing questionnaires are excessively long or insufficiently specific to football. This study aimed to evaluate the content validity of the EIWEF (Integral Wellness Scale for Football Players), a brief multidimensional questionnaire designed for daily use in football settings. A methodological content-validation study was conducted using a structured expert panel. An initial pool of 40 items was generated from a literature review on athlete monitoring, recovery and football performance. Twenty-eight experts in football performance, sports medicine, sport sciences, physiotherapy and athlete monitoring independently rated each item for relevance, clarity, football specificity and comprehensibility using a 4-point ordinal scale. The Item Content Validity Index (I-CVI), Scale Content Validity Index (S-CVI/Ave) and modified kappa coefficient (k*) were calculated. Qualitative feedback was analysed to refine the instrument. The final version was reduced from 40 to 8 items representing fatigue, sleep quality, muscle soreness, stress, recovery/readiness, neuromuscular freshness, psychological-emotional state and eating behaviour. The questionnaire showed excellent overall content validity (S-CVI/Ave = 0.91), with Overall I-CVI values ranging from 0.80 to 0.99 and k* values from 0.785 to 1.000. Muscle soreness (0.99) and neuromuscular freshness (0.96) obtained the highest agreement. Experts emphasised ecological validity, practical feasibility and reduced athlete burden for longitudinal monitoring. It is concluded that the EIWEF is a brief, football-specific tool with preliminary evidence of content validity, pending full psychometric validation.

Downloads

Download data is not yet available.

References

Ammann, L., Ruf, L., Beavan, A., Chmura, P., & Altmann, S. (2023). Advancing and critical appraisal of an integrative load monitoring approach in microcycles in professional soccer. PLOS ONE, 18(9), e0286372. https://doi.org/10.1371/journal.pone.0286372

Anderson, L., Orme, P., Naughton, R. J., Close, G. L., Milsom, J., Rydings, D., O’Boyle, A., Di Michele, R., Louis, J., Hambly, C., Speakman, J. R., Morgans, R., Drust, B., & Morton, J. P. (2017). Energy intake and expenditure of professional soccer players of the English Premier League: Evidence of carbohydrate periodization. International Journal of Sport Nutrition and Exercise Metabolism, 27(3), 228–238. https://doi.org/10.1123/ijsnem.2016-0259

Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & Young, S. L. (2018). Best practices for developing and validating scales for health, social, and behavioral research: A primer. Frontiers in Public Health, 6, 149. https://doi.org/10.3389/fpubh.2018.00149

Campbell, P. G., Stewart, I. B., Sirotic, A. C., & Minett, G. M. (2020). Does exercise intensity affect wellness scores in a dose-like fashion? European Journal of Sport Science, 20(10), 1395–1404. https://doi.org/10.1080/17461391.2019.1710264

Devlin, B. L., Leveritt, M. D., Kingsley, M., & Belski, R. (2017). Dietary intake, body composition, and nutrition knowledge of Australian football and soccer players: Implications for sports nutrition professionals in practice. International Journal of Sport Nutrition and Exercise Metabolism, 27(2), 130–138. https://doi.org/10.1123/ijsnem.2016-0191

Díaz Rodríguez, R. J., Tabares Arévalo, R. M., & García Hernández, T. R. (2026). Repercusión de los avances científicos y tecnológicos en la calidad del alto rendimiento deportivo. Arrancada, 26(54). https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/855

Duignan, C., Doherty, C., Caulfield, B., & Blake, C. (2020). Single-item self-report measures of team-sport athlete wellbeing and their relationship with training load: A systematic review. Journal of Athletic Training, 55(9), 944–953. https://doi.org/10.4085/1062-6050-0528.19

Feria-Madueño, A., Hewett, T. E., Sánchez-Arteaga, A., & Sañudo, B. (2023). Neuromuscular response during different side-cutting maneuvers and its influence on the risk of knee injuries. Sports, 11(10), 190. https://doi.org/10.3390/sports11100190

Feria-Madueño, A., Hewett, T. E., & Sañudo, B. (2025). Effect of a tailored exercise programme on kinematics and kinetic knee injury risk during different side-cutting. Sports Biomechanics, 24(8), 2376–2393. https://doi.org/10.1080/14763141.2025.2458486

Fields, J. B., Lameira, D. M., Short, J. L., Merrigan, J. M., Gallo, S., White, J. B., & Jones, M. T. (2021). Relationship between external load and self-reported wellness measures across a men’s collegiate soccer preseason. Journal of Strength and Conditioning Research, 35(5), 1182–1186. https://doi.org/10.1519/JSC.0000000000003997

Gastin, P. B., Meyer, D., & Robinson, D. (2013). Perceptions of wellness to monitor adaptive responses to training and competition in elite Australian football. Journal of Strength and Conditioning Research, 27(9), 2518–2526. https://doi.org/10.1519/JSC.0b013e31827fd600

Gilbert, G. E., & Prion, S. (2016). Making sense of methods and measurement: Lawshe’s content validity index. Clinical Simulation in Nursing, 12(12), 530–531. https://doi.org/10.1016/j.ecns.2016.08.002

Kellmann, M., & Kallus, K. W. (2001). The Recovery-Stress Questionnaire for Athletes: User manual. Human Kinetics.

Leão, C., González-Fernández, F. T., Ceylan, H. İ., Clemente, F. M., Nobari, H., Camões, M., & Carral, J. M. C. (2022). Dehydration, wellness, and training demands of professional soccer players during preseason. BioMed Research International, 2022, 8054449. https://doi.org/10.1155/2022/8054449

Malone, J. J., Jaspers, A., Helsen, W., Merks, B., Frencken, W. G. P., & Brink, M. S. (2018). Seasonal training load and wellness monitoring in a professional soccer goalkeeper. International Journal of Sports Physiology and Performance, 13(5), 672–675. https://doi.org/10.1123/ijspp.2017-0472

Malone, S., Owen, A., Newton, M., Mendes, B., Tiernan, L., Hughes, B., & Collins, K. (2018). Wellbeing perception and the impact on external training output among elite soccer players. Journal of Science and Medicine in Sport, 21(1), 29–34. https://doi.org/10.1016/j.jsams.2017.03.019

Mason, L., Connolly, J., Devenney, L. E., Lacey, K., O’Donovan, J., Faulkner, M., & Doherty, R. (2025). The sleep, recovery, and nutrition characteristics of elite adolescent athletes. Sports, 13(2), 50. https://doi.org/10.3390/sports13020050

McLean, B. D., Coutts, A. J., Kelly, V., McGuigan, M. R., & Cormack, S. J. (2010). Neuromuscular, endocrine, and perceptual fatigue responses during different length between-match microcycles in professional rugby league players. International Journal of Sports Physiology and Performance, 5(3), 367–383. https://doi.org/10.1123/ijspp.5.3.367

Mirto, M., Filipas, L., Altini, M., Codella, R., & Meloni, A. (2024). Heart rate variability in professional and semiprofessional soccer: A scoping review. Scandinavian Journal of Medicine & Science in Sports, 34(6), e14673. https://doi.org/10.1111/sms.14673

Mountjoy, M., Ackerman, K. E., Bailey, D. M., Burke, L. M., Constantini, N., Hackney, A. C., Heikura, I. A., Melin, A., Pensgaard, A. M., Stellingwerff, T., Sundgot-Borgen, J. K., Torstveit, M. K., Jacobsen, A. U., Verhagen, E., Budgett, R., Engebretsen, L., & Erdener, U. (2023). 2023 International Olympic Committee’s (IOC) consensus statement on relative energy deficiency in sport (REDs). British Journal of Sports Medicine, 57(17), 1073–1098. https://doi.org/10.1136/bjsports-2023-106994

Nédélec, M., Halson, S., Abaidia, A.-E., Ahmaidi, S., & Dupont, G. (2015a). Stress, sleep and recovery in elite soccer: A critical review of the literature. Sports Medicine, 45(10), 1387–1400. https://doi.org/10.1007/s40279-015-0358-z

Nédélec, M., Halson, S., Delecroix, B., Abaidia, A.-E., Ahmaidi, S., & Dupont, G. (2015b). Sleep hygiene and recovery strategies in elite soccer players. Sports Medicine, 45(11), 1547–1559. https://doi.org/10.1007/s40279-015-0377-9

Nobari, H., Alves, A. R., Haghighi, H., Clemente, F. M., Carlos-Vivas, J., Pérez-Gómez, J., & Ardigò, L. P. (2021). Association between training load and well-being measures in young soccer players during a season. International Journal of Environmental Research and Public Health, 18(9), 4451. https://doi.org/10.3390/ijerph18094451

Oliveira, R. F. S., Canário-Lemos, R., Peixoto, R., Vilaça-Alves, J., Morgans, R., & Brito, J. P. (2023). The relationship between wellness and training and match load in professional male soccer players. PLOS ONE, 18(7), e0289374. https://doi.org/10.1371/journal.pone.0289374

Polit, D. F., Beck, C. T., & Owen, S. V. (2007). Is the CVI an acceptable indicator of content validity? Appraisal and recommendations. Research in Nursing & Health, 30(4), 459–467. https://doi.org/10.1002/nur.20199

Rabbani, A., Clemente, F. M., Kargarfard, M., & Chamari, K. (2019). Match fatigue time-course assessment over four days: Usefulness of the Hooper Index and heart rate variability in professional soccer players. Frontiers in Physiology, 10, 109. https://doi.org/10.3389/fphys.2019.00109

Raedeke, T. D., & Smith, A. L. (2001). Development and preliminary validation of an athlete burnout measure. Journal of Sport and Exercise Psychology, 23(4), 281–306. https://doi.org/10.1123/jsep.23.4.281

Ravé, G., Granacher, U., Boullosa, D., Hackney, A. C., & Zouhal, H. (2020). How to use global positioning systems (GPS) data to monitor training load in the “real world” of elite soccer. Frontiers in Physiology, 11, 944. https://doi.org/10.3389/fphys.2020.00944

Ruf, L., Altmann, S., Müller, K., Rehborn, A., Schindler, F., Woll, A., & Härtel, S. (2024). Concurrent validity of countermovement and squat jump height assessed with a contact mat and force platform in professional soccer players. Frontiers in Sports and Active Living, 6, 1437230. https://doi.org/10.3389/fspor.2024.1437230

Saw, A. E., Main, L. C., & Gastin, P. B. (2016). Monitoring the athlete training response: Subjective self-reported measures trump commonly used objective measures: A systematic review. British Journal of Sports Medicine, 50(5), 281–291. https://doi.org/10.1136/bjsports-2015-094758

Selmi, O., Ouergui, I., Muscella, A., My, G., Marsigliante, S., Nobari, H., Suzuki, K., & Bouassida, A. (2022). Monitoring psychometric states of recovery to improve performance in soccer players: A brief review. International Journal of Environmental Research and Public Health, 19(15), 9385. https://doi.org/10.3390/ijerph19159385

Sparkes, W., Turner, A. N., Cook, C. J., Weston, M., Russell, M., Johnston, M. J., & Kilduff, L. P. (2020). The neuromuscular, endocrine and mood responses to a single versus double training session day in soccer players. Journal of Science and Medicine in Sport, 23(1), 69–74. https://doi.org/10.1016/j.jsams.2019.08.291

Steffl, M., Kinkorová, I., Kokštejn, J., & Petr, M. (2019). Macronutrient intake in soccer players—A meta-analysis. Nutrients, 11(6), 1305. https://doi.org/10.3390/nu11061305

Thorpe, R. T., Strudwick, A. J., Buchheit, M., Atkinson, G., Drust, B., & Gregson, W. (2015). Monitoring fatigue during the in-season competitive phase in elite soccer players. International Journal of Sports Physiology and Performance, 10(8), 958–964. https://doi.org/10.1123/ijspp.2015-0004

Watson, A., Brickson, S., Brooks, A., & Dunn, W. (2017). Subjective well-being and training load predict in-season injury and illness risk in female youth soccer players. British Journal of Sports Medicine, 51(3), 194–199. https://doi.org/10.1136/bjsports-2016-096584

Published

2026-10-27

How to Cite

del Ojo López, J. J., Argyrides, M., López Rodríguez, L., & Feria Madueño, A. (2026). Validación de contenido de la EIWEF (Escala Integral de Bienestar para Futbolistas): una herramienta breve de monitoreo multidimensional. Arrancada, 26(54). Retrieved from https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/876

Issue

Section

Contenido

Similar Articles

> >> 

You may also start an advanced similarity search for this article.

Most read articles by the same author(s)