Abstract
To analyse the relationship between steps per day and health-related quality of life (HRQoL) and cardiorespiratory fitness (CRF) and to examine whether the relationship between steps per day and HRQoL is mediated by CRF in schoolchildren. This was a cross-sectional study including 501 schoolchildren (aged 9–12 years, 47% girls), from Cuenca, Spain. Steps per day were measured using the Xiaomi Mi Band 3 Smart Bracelet, HRQoL was estimated by the KIDSCREEN-27 questionnaire, and CRF was assessed using the 20-m shuttle run test. Analysis of covariance and multivariate analysis of covariance models showed that children with a higher mean number of steps per day (> 9000 steps/day) had better HRQoL (global score, and physical and psychological well-being) and higher CRF levels than their peers with a lower number of steps per day (p < 0.05); however, these differences were no longer significant when controlling for sex, age, mother’s education level, and CRF (p > 0.05). Linear regression models estimated that each 1000-step increment was associated with better CRF (β = 0.350; 95% CI, 0.192 to 0.508). In addition, the relationship between steps per day and HRQoL was mediated by CRF (p < 0.05).
Conclusion: Steps per day are a good metric to estimate daily physical activity because of its positive relationship with CRF. Moreover, those children taking more than 9000 steps per day are associated with higher levels of physical and psychological well-being. Finally, a substantial part of the improvement in HRQoL achieved through the increase in physical activity (steps per day) is mediated by CRF.
What is Known: • Physical activity is known to have a positive impact on health-related quality of life in children. Steps per day are commonly used as a measure of physical activity. • Cardiorespiratory fitness is a recognized indicator of overall health in youth. | |
What is New: • Increments of steps per day were associated with better CRF, with a nonlinear association after approximately 9000 steps/day. • Schoolchildren with > 9000 steps/ day showed better HRQoL. |
Similar content being viewed by others
Data availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on request.
Abbreviations
- WHO:
-
World Health Organization
- HRQoL:
-
Health-related quality of life
- PA:
-
Physical activity
- CRF:
-
Cardiorespiratory fitness
- MVPA:
-
Moderate to vigorous physical activity
- LOESS:
-
Locally weighted scatterplot smoothing
- ANCOVA:
-
Analysis of covariance
- MANCOVA:
-
Multivariate analysis of covariance
References
Lee IM, Shiroma EJ, Lobelo F, Puska P, Blair SN, Katzmarzyk PT, Alkandari JR, Andersen LB, Bauman AE, Brownson RC, Bull FC, Craig CL, Ekelund U, Goenka S, Guthold R, Hallal P. C, Haskell WL, Heath GW, Inoue S, Wells JC (2012) Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy. Lancet (London, England), 380(9838):219–229. https://doi.org/10.1016/S0140-6736(12)61031-9
World Health Organization (n.d.) Physical activity. Retrieved May 16, 2023, from https://www.who.int/health-topics/physical-activity#tab=tab_1
Kallio P, Pahkala K, Heinonen OJ, Tammelin TH, Pälve K, Hirvensalo M, Juonala M, Loo BM, Magnussen CG, Rovio S, Helajärvi H, Laitinen TP, Jokinen E, Tossavainen P, Hutri-Kähönen N, Viikari J, Raitakari OT (2021) Physical inactivity from youth to adulthood and adult cardiometabolic risk profile. Prev Med 145:106433. https://doi.org/10.1016/J.YPMED.2021.106433
Rodriguez-Ayllon M, Cadenas-Sánchez C, Estévez-López F, Muñoz NE, Mora-Gonzalez J, Migueles JH, Molina-García P, Henriksson H, Mena-Molina A, Martínez-Vizcaíno V, Catena A, Löf M, Erickson KI, Lubans DR, Ortega FB, Esteban-Cornejo I (2019) Role of physical activity and sedentary behavior in the mental health of preschoolers, children and adolescents: a systematic review and meta-analysis. Sports Med (Auckland, N.Z.) 49(9):1383–1410. https://doi.org/10.1007/S40279-019-01099-5
Pozuelo-Carrascosa DP, García-Hermoso A, Álvarez-Bueno C, Sánchez-López M, Martinez-Vizcaino V (2018) Effectiveness of school-based physical activity programmes on cardiorespiratory fitness in children: a meta-analysis of randomised controlled trials. Br J Sports Med 52(19):1234–1240. https://doi.org/10.1136/BJSPORTS-2017-097600
Redondo-Tébar A, Ruíz-Hermosa A, Martínez-Vizcaíno V, Cobo-Cuenca AI, Bermejo-Cantarero A, Cavero-Redondo I, Sánchez-López M (2019) Associations between health-related quality of life and physical fitness in 4–7-year-old Spanish children: the MOVIKIDS study. Qual Life Res 28(7):1751–1759. https://doi.org/10.1007/S11136-019-02136-6
Neville RD, Lakes KD, Hopkins WG, Tarantino G, Draper CE, Beck R, Madigan S (2022) Global changes in child and adolescent physical activity during the COVID-19 pandemic: a systematic review and meta-analysis. JAMA Pediatr 176(9). https://doi.org/10.1001/JAMAPEDIATRICS.2022.2313
Solans M, Pane S, Estrada MD, Serra-Sutton V, Berra S, Herdman M, Alonso J, Rajmil L (2008) Health-related quality of life measurement in children and adolescents: a systematic review of generic and disease-specific instruments. Value Health J Int Soc Pharmacoeconom Outcomes Res 11(4):742–764. https://doi.org/10.1111/J.1524-4733.2007.00293.X
Redondo‐Tebar A, Ruiz‐Hermosa A, Martinez‐Vizcaino V, Bermejo‐Cantarero A, Cavero‐Redondo I, Martín‐Espinosa NM, Sanchez‐Lopez M (2023) Effectiveness of MOVI-KIDS programme on health-related quality of life in children: cluster-randomized controlled trial. Scand J Med Sci Sports 33(5). https://doi.org/10.1111/SMS.14291
Poitras VJ, Gray CE, Borghese MM, Carson V, Chaput JP, Janssen I, Katzmarzyk PT, Pate RR, Connor Gorber S, Kho ME, Sampson M. Tremblay MS (2016) Systematic review of the relationships between objectively measured physical activity and health indicators in school-aged children and youth. Appl Physiol Nutr Metab, Physiologie Appliquee, Nutrition et Metabolisme,41(6 Suppl 3):S197–S239. https://doi.org/10.1139/APNM-2015-0663
Ferguson T, Olds T, Curtis R, Blake H, Crozier AJ, Dankiw K, Dumuid D, Kasai D, O’Connor E, Virgara R, Maher C (2022) Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses. Lancet Digit Health 4(8):e615–e626. https://doi.org/10.1016/S2589-7500(22)00111-X
Gu X, Chang M, Solmon MA (2016) Physical activity, physical fitness, and health-related quality of life in school-aged children. J Teach Phys Educ 35(2):117–126. https://doi.org/10.1123/JTPE.2015-0110
le Masurier GC, Corbin CB (2006) Steps counts among middle school students vary with aerobic fitness level. Res Q Exerc Sport 77(1):14–22. https://doi.org/10.1080/02701367.2006.10599327
Marker AM, Steele RG, Noser AE (2018) Physical activity and health-related quality of life in children and adolescents: a systematic review and meta-analysis. Health Psychol Offic J Div Health Psychol Am Psychol Assoc 37(10):893–903. https://doi.org/10.1037/HEA0000653
Martínez-Vizcaíno V, Sánchez-López M, Salcedo-Aguilar F, Notario-Pacheco B, Solera-Martínez M, Moya-Martínez P, Franquelo-Morales P, López-Martínez S, Rodríguez-Artalejo F (2012) Protocol of a randomized cluster trial to assess the effectiveness of the MOVI-2 program on overweight prevention in schoolchildren. Revista Española de Cardiología (English Edition) 65(5):427–433. https://doi.org/10.1016/J.REC.2011.12.009
Martínez-Vizcaíno V, Álvarez-Bueno C, Cavero-Redondo I, Pozuelo-Carrascosa DP, Garrido-Miguel M, Martínez-Hortelano JA, Martínez-Madrid V, de Medio EP, Sánchez-López M (2019) MOVI-daFIT! Intervention rationale and design of a cluster randomized controlled trial testing the effects on improving adiposity, cognition, and subclinical atherosclerosis by increasing cardiorespiratory fitness in children. Medicine (United States) 98(9). https://doi.org/10.1097/MD.0000000000014737
Martínez-Vizcaíno V, Martínez MS, Pacheco BN, López MS, García-Prieto JC, Niño CT, Palencia NA, Aguilar FS, Rodríguez-Artalejo F (2012) Trends in excess of weight, underweight and adiposity among Spanish children from 2004 to 2010: the Cuenca study. Public Health Nutr 15(12):2170–2174. https://doi.org/10.1017/S1368980012003473
Schwimmer JB, Burwinkle TM, Varni JW (2003) Health-related quality of life of severely obese children and adolescents. JAMA 289(14):1813–1819. https://doi.org/10.1001/JAMA.289.14.1813
Casado-Robles C, Mayorga-Vega D, Guijarro-Romero S, Viciana J (2023) Validity of the Xiaomi Mi Band 2, 3, 4 and 5 wristbands for assessing physical activity in 12-to-18-year-old adolescents under unstructured free-living conditions. Fit-Person Study. J Sports Sci Med 22(2):196. https://doi.org/10.52082/JSSM.2023.196
Ravens-Sieberer U, Auquier P, Erhart M, Gosch A, Rajmil L, Bruil J, Power M, Duer W, Cloetta B, Czemy L, Mazur J, Czimbalmos A, Tountas Y, Hagquist C, Kilroe J, Fuerth K, Czerny L, Simeoni MC, Robitail S, Phillips K (2007) The KIDSCREEN-27 quality of life measure for children and adolescents: psychometric results from a cross-cultural survey in 13 European countries. Qua Life Res Int J Qual Life Aspects Treat Care Rehab 16(8):1347–1356. https://doi.org/10.1007/S11136-007-9240-2
Roger Andersen J, Karin Natvig G, Haraldstad K, Skrede T, Aadland E, Kåre Resaland G (2016) Psychometric properties of the Norwegian version of the KIDSCREEN-27 questionnaire. https://doi.org/10.1186/s12955-016-0460-4
Domingo-Salvany A, Regidor E, Alonso J, Alvarez-Dardet C (2000) Una propuesta de medida de la clase social. Atención Primaria 25(5):350–363. https://doi.org/10.1016/S0212-6567(00)78518-0
Wong HS, Edwards P (2013) Nature or nurture: a systematic review of the effect of socio-economic status on the developmental and cognitive outcomes of children born preterm. Matern Child Health J 17(9):1689–1700. https://doi.org/10.1007/S10995-012-1183-8
Ravens-Sieberer U, Herdman M, Devine J, Otto C, Bullinger M, Rose M, Klasen F (2014) The European KIDSCREEN approach to measure quality of life and well-being in children: development, current application, and future advances. Qual Life Res 23(3):791–803. https://doi.org/10.1007/S11136-013-0428-3/TABLES/6
Sonego M, Llácer A, Galán I, Simón F (2013) The influence of parental education on child mental health in Spain. Qual Life Res 22(1):203–211. https://doi.org/10.1007/S11136-012-0130-X/TABLES/3
Bolin JH (2014) Hayes, Andrew F. (2013). Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. New York, NY: The Guilford Press. J Educ Meas 51(3):335–337. https://doi.org/10.1111/JEDM.12050
Hayes AF (2018) Introduction to mediation, moderation, and conditional process analysis: a regression-based approach (2nd ed.). The Guilford Press.
Wu XY, Han LH, Zhang JH, Luo S, Hu JW, Sun K (2017) The influence of physical activity, sedentary behavior on health-related quality of life among the general population of children and adolescents: A systematic review. Plos One 12(11). https://doi.org/10.1371/JOURNAL.PONE.0187668
Thompson Coon J, Boddy K, Stein K, Whear R, Barton J, Depledge MH (2011) Does participating in physical activity in outdoor natural environments have a greater effect on physical and mental wellbeing than physical activity indoors? A systematic review. Environ Sci Technol 45(5):1761–1772. https://doi.org/10.1021/ES102947T
Casado-Robles C, Viciana J, Guijarro-Romero S, Mayorga-Vega D (2022) Effects of consumer-wearable activity tracker-based programs on objectively measured daily physical activity and sedentary behavior among school-aged children: a systematic review and meta-analysis. Sports Med - Open 8(1). https://doi.org/10.1186/S40798-021-00407-6
Sampasa-Kanyinga H, Standage M, Tremblay MS, Katzmarzyk PT, Hu G, Kuriyan R, Maher C, Maia J, Olds T, Sarmiento OL, Tudor-Locke C, Chaput JP (2017) Associations between meeting combinations of 24-h movement guidelines and health-related quality of life in children from 12 countries. Public Health 153:16–24. https://doi.org/10.1016/J.PUHE.2017.07.010
Khan A, Lee EY, Tremblay MS (2021) Meeting 24-h movement guidelines and associations with health related quality of life of Australian adolescents. J Sci Med Sport 24(5):468–473. https://doi.org/10.1016/J.JSAMS.2020.10.017
Tudor-Locke C, Craig CL, Beets MW, Belton S, Cardon GM, Duncan S, Hatano Y, Lubans DR, Olds TS, Raustorp A, Rowe DA, Spence JC, Tanaka S, Blair SN (2011) How many steps/day are enough? for children and adolescents. Int J Behav Nutr Phys Act 8. https://doi.org/10.1186/1479-5868-8-78
Lee IM, Shiroma EJ, Kamada M, Bassett DR, Matthews CE, Buring JE (2019) Association of step volume and intensity with all-cause mortality in older women. JAMA Intern Med 179(8):1105–1112. https://doi.org/10.1001/JAMAINTERNMED.2019.0899
Gu X, Solmon MA (2015) Motivational processes in children’s physical activity and health-related quality of life. Phys Educ Sport Pedagogy 21(4):407–424. https://doi.org/10.1080/17408989.2015.1017456
Potter M, Spence JC, Boulé NG, Stearns JA, Carson V (2017) Associations between physical activity, screen time, and fitness among 6- to 10-year-old children living in Edmonton, Canada. Appl Physiol Nutr Metab = Physiologie Appliquee, Nutrition et Metabolisme 42(5):487–494. https://doi.org/10.1139/APNM-2016-0419
Bermejo-Cantarero A, Álvarez-Bueno C, Martínez-Vizcaino V, Redondo-Tébar A, Pozuelo-Carrascosa DP, Sánchez-López M (2021) Relationship between both cardiorespiratory and muscular fitness and health-related quality of life in children and adolescents: a systematic review and meta-analysis of observational studies. Health Qual Life Outcomes 19(1). https://doi.org/10.1186/S12955-021-01766-0
Júdice PB, Silva AM, Berria J, Petroski EL, Ekelund U, Sardinha LB (2017) Sedentary patterns, physical activity and health-related physical fitness in youth: a cross-sectional study. Int J Behav Nutr Phys Act 14(1). https://doi.org/10.1186/S12966-017-0481-3
Monzonís-Carda I, Adelantado-Renau M, Beltran-Valls MR, Moliner-Urdiales D (2023) Risk of depression mediates the association between cardiorespiratory fitness and academic performance in adolescent boys and girls: DADOS study. Eur J Pediatr 182(1):67–77. https://doi.org/10.1007/S00431-022-04645-Y
Belcher BR, Zink J, Azad A, Campbell CE, Chakravartti SP, Herting MM (2021) The roles of physical activity, exercise, and fitness in promoting resilience during adolescence: effects on mental well-being and brain development. Biol Psychiatry Cogn Neurosci Neuroimaging 6(2):225–237. https://doi.org/10.1016/J.BPSC.2020.08.005
Köble K, Postler T, Oberhoffer-Fritz R, Schulz T (2022) A better cardiopulmonary fitness is associated with improved concentration level and health-related quality of life in primary school children. J Clin Med 11(5). https://doi.org/10.3390/JCM11051326
Agostinis-Sobrinho C, Kievišienė J, Rauckienė-Michaelsson A, Dubey VP, Norkiene S, Moreira C, Lopes L, Santos R (2022) Cardiovascular health behavior and cardiorespiratory fitness in adolescents: a longitudinal study. Eur J Pediatr 181(12):4091–4099. https://doi.org/10.1007/S00431-022-04623-4
Funding
This work was supported by the Ministry of Economy and Competitiveness-Carlos III Health Institute and FEDER funds (PI19/01126) and Health Outcomes-Oriented Cooperative Research Networks (RD21/0016/0025) co-funded with European Union – NextGenerationEU funds. ERG (2022-UNIVERS-11373), MLLT (2022-PROD-20657) and SNAA (2020-PREDUCLM-16704) are supported by a grant from the University of Castilla-La Mancha. IMG is supported by a grant from the Science, Innovation and Universities (FPU21/06866).
Author information
Authors and Affiliations
Contributions
Eva Rodríguez Gutiérrez and Ana Torres Costoso participated in the design of the study and contributed to data collection and data reduction/analysis. Irene Martínez García, Maribel Lucerón Lucas-Torres and Sergio Núñez de Arenas Arroyo participated in the design of the study and contributed to data collection. Vicente Martínez Vizcaíno, Celia Álvarez Bueno, Irene Sequí Domínguez and María Medrano Echeverría contributed to data reduction/analysis and interpretation of results. The first draft of the manuscript was written by Eva Rodríguez Gutiérrez and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors have no relevant financial or non-financial interests to disclose.
Additional information
Communicated by Gregorio Milani
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Rodríguez-Gutiérrez, E., Torres-Costoso, A., Martínez-García, I. et al. Steps per day and health-related quality of life in schoolchildren: the mediator role of cardiorespiratory fitness. Eur J Pediatr 183, 739–748 (2024). https://doi.org/10.1007/s00431-023-05333-1
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00431-023-05333-1