Validation of a General and Sports Nutrition Knowledge Questionnaire in Italian Early Adolescents
Abstract
:1. Introduction
2. Materials and Methods
2.1. Development of the Questionnaire
2.2. Administration and Validation of the Questionnaire
2.3. Subjects
2.4. Statistical Analysis
3. Results
3.1. Participants
3.2. Item Analysis
3.3. Questionnaire Reliability
3.4. Questionnaire Validity
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Worsley, A. Nutrition knowledge and food consumption: Can nutrition knowledge change food behaviour? Asia Pac. J. Clin. Nutr. 2002, 11, S579–S585. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Alkaed, D.; Ibrahim, N.; Ismail, F.; Barake, R. Validity and Reliability of a Nutrition Knowledge Questionnaire in an Adult Student Population. J. Nutr. Educ. Behav. 2018, 50, 718–723. [Google Scholar] [CrossRef] [PubMed]
- Alsaffar, A.A. Validation of a general nutrition knowledge questionnaire in a Turkish student sample. Public Health Nutr. 2012, 15, 2074–2085. [Google Scholar] [CrossRef] [PubMed]
- Rosi, A.; Martini, D.; Grosso, G.; Bonaccio, M.L.; Scazzina, F.; Angelino, D. Validation of a nutrition knowledge questionnaire in Italian students attending the University of Parma. Public Health Nutr. 2020, 23, 1527–1531. [Google Scholar] [CrossRef] [PubMed]
- Kliemann, N.; Wardle, J.; Johnson, F.; Croker, H. Reliability and validity of a revised version of the General Nutrition Knowledge Questionnaire. Eur. J. Clin. Nutr. 2016, 70, 1174–1180. [Google Scholar] [CrossRef] [Green Version]
- Sachdev, P.K.; Freeland-Graves, J.; Babaei, M. Development and validation of the Dental Nutrition Knowledge Competency Scale for low-income women. Public Health Nutr. 2020, 23, 691–700. [Google Scholar] [CrossRef]
- Rovner, A.J.; Nansel, T.R.; Mehta, S.N.; Higgins, L.A.; Haynie, D.L.; Laffel, L.M. Development and Validation of the Type 1 Diabetes Nutrition Knowledge Survey. Diabetes Care 2012, 35, 1643–1647. [Google Scholar] [CrossRef] [Green Version]
- Iaccarino Idelson, P.; D’Elia, L.; Cairella, G.; Sabino, P.; Scalfi, L.; Fabbri, A.; Galletti, F.; Garbagnati, F.; Lionetti, L.; Paolella, G.; et al. Salt and Health: Survey on Knowledge and Salt Intake Related Behaviour in Italy. Nutrients 2020, 12, 279. [Google Scholar] [CrossRef] [Green Version]
- Deniz, M.S.; Alsaffar, A.A. Assessing the Validity and Reliability of a Questionnaire on Dietary Fibre-related Knowledge in a Turkish Student Population. J. Health Popul. Nutr. 2014, 31, 479–503. [Google Scholar] [CrossRef] [Green Version]
- Argôlo, D.; Borges, J.; Cavalcante, A.; Silva, G.; Maia, S.; Moraes, A.; Oliveira, E.; Nascimento, M. Poor dietary intake and low nutritional knowledge in adolescent and adult competitive athletes: A warning to table tennis players. Nutr. Hosp. 2018, 35, 1124. [Google Scholar] [CrossRef]
- Yahia, N.; Brown, C.A.; Rapley, M.; Chung, M. Level of nutrition knowledge and its association with fat consumption among college students. BMC Public Health 2016, 16, 1047. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hardy, R.; Kliemann, N.; Evansen, T.; Brand, J. Relationship Between Energy Drink Consumption and Nutrition Knowledge in Student-Athletes. J. Nutr. Educ. Behav. 2017, 49, 19–26.e1. [Google Scholar] [CrossRef] [PubMed]
- Spronk, I.; Heaney, S.E.; Prvan, T.; O’Connor, H.T. Relationship Between General Nutrition Knowledge and Dietary Quality in Elite Athletes. Int. J. Sport Nutr. Exerc. Metab. 2015, 25, 243–251. [Google Scholar] [CrossRef] [PubMed]
- Kourlaba, G.; Panagiotakos, D.B. Dietary quality indices and human health: A review. Maturitas 2009, 62, 1–8. [Google Scholar] [CrossRef] [PubMed]
- Heikkilä, M.; Valve, R.; Lehtovirta, M.; Fogelholm, M. Development of a nutrition knowledge questionnaire for young endurance athletes and their coaches. Scand. J. Med. Sci. Sports 2018, 28, 873–880. [Google Scholar] [CrossRef] [PubMed]
- Furber, M.J.W.; Roberts, J.D.; Roberts, M.G. A valid and reliable nutrition knowledge questionnaire for track and field athletes. BMC Nutr. 2017, 3, 36. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Andrews, A.; Wojcik, J.R.; Boyd, J.M.; Bowers, C.J. Sports Nutrition Knowledge among Mid-Major Division I University Student-Athletes. J. Nutr. Metab. 2016, 2016, 1–5. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Karpinski, C.A.; Dolins, K.R.; Bachman, J. Development and Validation of a 49-Item Sports Nutrition Knowledge Instrument (49-SNKI) for Adult Athletes. Top. Clin. Nutr. 2019, 34, 174–185. [Google Scholar] [CrossRef]
- Tam, R.; Beck, K.L.; Gifford, J.A.; Flood, V.M.; O’Connor, H.T. Development of an Electronic Questionnaire to Assess Sports Nutrition Knowledge in Athletes. J. Am. Coll. Nutr. 2020, 39, 636–644. [Google Scholar] [CrossRef]
- Blennerhassett, C.; McNaughton, L.R.; Cronin, L.; Sparks, S.A. Development and implementation of a nutrition knowledge questionnaire for ultraendurance athletes. Int. J. Sport Nutr. Exerc. Metab. 2019, 29, 39–45. [Google Scholar] [CrossRef]
- Hedrick, F.H.; Mikesky, A.E. Practical Applications in Sports Nutrition, 5th ed.; Jones & Bartlett Learning: Burlington, MA, USA, 2018. [Google Scholar]
- Heaney, S.; O’Connor, H.; Michael, S.; Gifford, J.; Naughton, G. Nutrition Knowledge in Athletes: A Systematic Review. Int. J. Sport Nutr. Exerc. Metab. 2011, 21, 248–261. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Trakman, G.L.; Forsyth, A.; Devlin, B.L.; Belski, R. A systematic review of athletes’ and coaches’ nutrition knowledge and reflections on the quality of current nutrition knowledge measures. Nutrients 2016, 8, 570. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Alaunyte, I.; Perry, J.L.; Aubrey, T. Nutritional knowledge and eating habits of professional rugby league players: Does knowledge translate into practice? J. Int. Soc. Sports Nutr. 2015, 12, 18. [Google Scholar] [CrossRef] [Green Version]
- Spendlove, J.K.; Heaney, S.E.; Gifford, J.A.; Prvan, T.; Denyer, G.S.; O’Connor, H.T. Evaluation of general nutrition knowledge in elite Australian athletes. Br. J. Nutr. 2012, 107, 1871–1880. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ferraris, C.; Guglielmetti, M.; Trentani, C.; Tagliabue, A. Assessment of Dietary Under-Reporting in Italian College Team Sport Athletes. Nutrients 2019, 11, 1391. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Manore, M.; Patton-Lopez, M.; Meng, Y.; Wong, S. Sport Nutrition Knowledge, Behaviors and Beliefs of High School Soccer Players. Nutrients 2017, 9, 350. [Google Scholar] [CrossRef] [Green Version]
- Hassapidou, M.N.; Valasiadou, V.; Tzioumakis, L.; Vrantza, P. Nutrient intake and anthropometric characteristics of adolescent Greek swimmers. Nutr. Diet. 2002, 59, 38–42. [Google Scholar]
- Devlin, B.L.; Belski, R. Exploring General and Sports Nutrition and Food Knowledge in Elite Male Australian Athletes. Int. J. Sport Nutr. Exerc. Metab. 2015, 25, 225–232. [Google Scholar] [CrossRef]
- Cupisti, A.; D’Alessandro, C.; Castrogiovanni, S.; Barale, A.; Morelli, E. Nutrition knowledge and dietary composition in Italian adolescent female athletes and non-athletes. Int. J. Sport Nutr. 2002, 12, 207–219. [Google Scholar] [CrossRef]
- Rosenbloom, C.A.; Jonnalagadda, S.S.; Skinner, R. Nutrition knowledge of collegiate athletes in a Division I National Collegiate Athletic Association institution. J. Am. Diet. Assoc. 2002, 102, 418–420. [Google Scholar] [CrossRef]
- Noronha, D.C.; Santos, M.I.A.F.; Santos, A.A.; Corrente, L.G.A.; Fernandes, R.K.N.; Barreto, A.C.A.; Santos, R.G.J.; Santos, R.S.; Gomes, L.P.S.; Nascimento, M.V.S. Nutrition Knowledge is Correlated with a Better Dietary Intake in Adolescent Soccer Players: A Cross-Sectional Study. J. Nutr. Metab. 2020, 2020, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Jessri, M.M.; Jessri, M.M.; RashidKhani, B.; Zinn, C. Evaluation of Iranian College Athletes’ Sport Nutrition Knowledge. Int. J. Sport Nutr. Exerc. Metab. 2010, 20, 257–263. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Trakman, G.L.; Forsyth, A.; Hoye, R.; Belski, R. Development and validation of a brief general and sports nutrition knowledge questionnaire and assessment of athletes’ nutrition knowledge. J. Int. Soc. Sports Nutr. 2018, 15, 17. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Calella, P.; Iacullo, V.; Valerio, G. Validation of a General and Sport Nutrition Knowledge Questionnaire in Adolescents and Young Adults: GeSNK. Nutrients 2017, 9, 439. [Google Scholar] [CrossRef] [Green Version]
- Grosso, G.; Mistretta, A.; Turconi, G.; Cena, H.; Roggi, C.; Galvano, F. Nutrition knowledge and other determinants of food intake and lifestyle habits in children and young adolescents living in a rural area of Sicily, South Italy. Public Health Nutr. 2013, 16, 1827–1836. [Google Scholar] [CrossRef] [Green Version]
- Tallarini, A.; Zabeo, A.; Ferraretto, A. Nutritional knowledge in an Italian population of children, pre-adolescents and adolescents. Public Health Nutr. 2014, 17, 708–714. [Google Scholar] [CrossRef] [Green Version]
- Trakman, G.L.; Forsyth, A.; Hoye, R.; Belski, R. The nutrition for sport knowledge questionnaire (NSKQ): Development and validation using classical test theory and Rasch analysis. J. Int. Soc. Sports Nutr. 2017, 14, 26. [Google Scholar] [CrossRef]
- Feren, A.; Torheim, L.; Lillegaard, I.L. Development of a nutrition knowledge questionnaire for obese adults. Food Nutr. Res. 2011, 55, 7271. [Google Scholar] [CrossRef] [Green Version]
- Everitt, B.S. Multivariate Analysis: The Need for Data, and other Problems. Br. J. Psychiatry 1975, 126, 237–240. [Google Scholar] [CrossRef]
- Kline, P. Handbook of Psychological Testing, 2nd ed.; Taylor & Francis: London, UK, 2013. [Google Scholar]
- Parmenter, K.; Wardle, J. Evaluation and Design of Nutrition Knowledge Measures. J. Nutr. Educ. 2000, 32, 269–277. [Google Scholar] [CrossRef]
- Trakman, G.L.; Forsyth, A.; Hoye, R.; Belski, R. Developing and validating a nutrition knowledge questionnaire: Key methods and considerations. Public Health Nutr. 2017, 20, 2670–2679. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cronbach, L.J. Coefficient alpha and the internal structure of tests. Psychometrika 1951, 16, 297–334. [Google Scholar] [CrossRef] [Green Version]
- De Vellis, R.F. Scale Development: Theory and Applications (Applied Social Research Methods); Sage Publications, Inc.: Thousand Oaks, CA, USA, 2003. [Google Scholar]
- Taber, K.S. The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education. Res. Sci. Educ. 2018, 48, 1273–1296. [Google Scholar] [CrossRef]
- Whati, L.H.; Senekal, M.; Steyn, N.P.; Nel, J.H.; Lombard, C.; Norris, S. Development of a reliable and valid nutritional knowledge questionnaire for urban South African adolescents. Nutrition 2005, 21, 76–85. [Google Scholar] [CrossRef] [PubMed]
- Dwyer, J.T.; Stolurow, K.A.; Orr, R. A nutrition knowledge test for high school students. J. Nutr. Educ. 1981, 13, 93–94. [Google Scholar] [CrossRef]
- Barr, S.I. Nutrition knowledge of female varsity athletes and university students. J. Am. Diet. Assoc. 1987, 87, 1660–1664. [Google Scholar]
- Zinn, C.; Schofield, G.; Wall, C. Development of a psychometrically valid and reliable sports nutrition knowledge questionnaire. J. Sci. Med. Sport 2005, 8, 346–351. [Google Scholar] [CrossRef]
- Hoogenboom, B.J.; Morris, J.; Morris, C.; Schaefer, K. Nutritional knowledge and eating behaviors of female, collegiate swimmers. N. Am. J. Sports Phys. Ther. 2009, 4, 139–148. [Google Scholar]
- Shoaf, L.R.; McClellan, P.D.; Birskovich, K.A. Nutrition knowledge, interests, and information sources of male athletes. J. Nutr. Educ. 1986, 18, 243–245. [Google Scholar] [CrossRef]
- Mazzulla, M.; Volterman, K.A.; Packer, J.E.; Wooding, D.J.; Brooks, J.C.; Kato, H.; Moore, D.R. Whole-body net protein balance plateaus in response to increasing protein intakes during post-exercise recovery in adults and adolescents. Nutr. Metab. 2018, 15, 62. [Google Scholar] [CrossRef]
- Bettonviel, A.E.O.; Brinkmans, N.Y.J.; Russcher, K.; Wardenaar, F.C.; Witard, O.C. Nutritional Status and Daytime Pattern of Protein Intake on Match, Post-Match, Rest and Training Days in Senior Professional and Youth Elite Soccer Players. Int. J. Sport Nutr. Exerc. Metab. 2016, 26, 285–293. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Borrione, P.; Spaccamiglio, A.; Salvo, R.A.; Mastrone, A.; Fagnani, F.; Pigozzi, F. Rhabdomyolysis in a Young Vegetarian Athlete. Am. J. Phys. Med. Rehabil. 2009, 88, 951–954. [Google Scholar] [CrossRef] [PubMed]
- Melina, V.; Craig, W.; Levin, S. Position of the Academy of Nutrition and Dietetics: Vegetarian Diets. J. Acad. Nutr. Diet. 2016, 116, 1970–1980. [Google Scholar] [CrossRef] [PubMed]
- Nahar, B.; Hossain, M.; Ickes, S.B.; Naila, N.N.; Mahfuz, M.; Hossain, D.; Denno, D.M.; Walson, J.; Ahmed, T. Development and validation of a tool to assess appetite of children in low income settings. Appetite 2019, 134, 182–192. [Google Scholar] [CrossRef]
- Nackers, F.; Roederer, T.; Marquer, C.; Ashaba, S.; Maling, S.; Mwanga-Amumpaire, J.; Muny, S.; Sokeo, C.; Shom, V.; Palha, M.; et al. A screening tool for psychological difficulties in children aged 6 to 36 months: Cross-cultural validation in Kenya, Cambodia and Uganda. BMC Pediatr. 2019, 19, 108. [Google Scholar] [CrossRef]
- Rodrigues Leite, M.D.M.; Santos Barbosa Machado, A.C.; Da Silva, D.G.; Falcão Raposo, O.F.; Mendes Netto, R.S. Conocimiento sobre alimentación y nutrición después del desarrollo de actividades de educación alimentaria entre niños y adolescentes deportistas. Pensar a Prática 2016, 19. [Google Scholar] [CrossRef] [Green Version]
- Sasanfar, B.; Toorang, F.; Nemati, S.; Djazayery, A.; Zendehdel, K. Development and validation of a knowledge, attitude, and practice questionnaire on nutrition-related cancer prevention for Iranian women. J. Res. Med. Sci. 2019, 24, 87. [Google Scholar]
- Lance, C.E.; Butts, M.M.; Michels, L.C. The Sources of Four Commonly Reported Cutoff Criteria. Organ. Res. Methods 2006, 9, 202–220. [Google Scholar] [CrossRef]
- Tam, R.; Beck, K.L.; Manore, M.M.; Gifford, J.; Flood, V.M.; O’Connor, H. Effectiveness of Education Interventions Designed to Improve Nutrition Knowledge in Athletes: A Systematic Review. Sport. Med. 2019, 49, 1769–1786. [Google Scholar] [CrossRef]
- Patton-Lopez, M.; Manore, M.; Branscum, A.; Meng, Y.; Wong, S. Changes in Sport Nutrition Knowledge, Attitudes/Beliefs and Behaviors Following a Two-Year Sport Nutrition Education and Life-Skills Intervention among High School Soccer Players. Nutrients 2018, 10, 1636. [Google Scholar] [CrossRef] [Green Version]
Item | Item Difficulty | Item Discrimination |
---|---|---|
(Correct Answers) | (r Value) | |
General knowledge in nutrition | ||
1—protein intake and body fat | 62% | 0.307 |
2—carbohydrate content of banana | 30% | 0.198 |
3—carbohydrate content of rice | 56% | 0.249 |
4—fat requirements | 72% | 0.197 |
5—fat content of low-fat cheese | 50% | 0.363 |
6—fat content of butter | 89% | 0.391 |
7—fat content of honey | 61% | 0.319 |
8—daily recommended intake of water | 76% | 0.372 |
9—protein content of hard cheese | 56% | 0.259 |
10—protein content of beans | 53% | 0.325 |
11—protein content of corn | 43% | 0.317 |
12—protein quality of eggs | 62% | 0.365 |
13—energy from vitamins | 23% | 0.216 |
14—daily recommended calcium intake | 22% | 0.223 |
15—alcohol and body fat | 58% | 0.279 |
16—alcohol intake and recovery from injuries | 54% | 0.376 |
Sports nutrition | ||
17—the best meal for increasing muscle mass | 41% | 0.194 |
18—protein needs of vegetarian athletes | 46% | 0.205 |
19—vitamin and mineral supplements and sport performance | 25% | 0.268 |
20—water consumption during training | 12% | 0.142 |
21—dehydration and sport performance | 84% | 0.391 |
22—snacking during training | 61% | 0.310 |
23—carbohydrate intake during training | 41% | 0.161 |
24—label and claims on food supplements | 39% | 0.338 |
25—safety of supplements | 13% | 0.190 |
26—doping substances | 39% | 0.244 |
Section | Score Range | Baseline NK Score | Cronbach’s Alpha |
---|---|---|---|
(Mean ± SD) | |||
1—General knowledge of nutrition | 0‒16 | 8.7 ± 2.5 | 0.574 |
2—Sports nutrition | 0‒10 | 4.0 ± 1.5 | 0.390 |
Total questionnaire | 0‒26 | 12.7 ± 3.3 | 0.684 |
Section (n of Items) | Baseline NK Score (T0) | Follow-up NK Score (T1) | Correlation | Identical Responses Rates | |
---|---|---|---|---|---|
(Total Scores) | |||||
Mean ± SD | Mean ± SD | R | p-Value * | % | |
1—General knowledge of nutrition | 8.6 ± 1.6 | 8.7 ± 1.4 | 0.975 | <0.001 | 49.7 |
2—Sports nutrition | 3.9 ± 1.5 | 3.5 ± 1.3 | 0.937 | <0.001 | 46.4 |
Total questionnaire | 12.5 ± 2.3 | 12.3 ± 2.4 | 0.977 | <0.001 | 48.4 |
Section | NK score Non-Nutrition Lesson Group (n = 151) | NK Score Nutrition Lesson Group (n = 113) | p-Value |
---|---|---|---|
(Mean ± SD) | (Mean ± SD) | ||
1—General knowledge of nutrition | 8.3 ± 2.3 | 9.2 ± 2.6 | 0.003 |
2—Sports nutrition | 3.7 ± 1.5 | 4.4 ± 1.5 | 0.001 |
Total questionnaire | 12.0 ± 3.0 | 13.6 ± 3.4 | <0.001 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Rosi, A.; Ferraris, C.; Guglielmetti, M.; Meroni, E.; Charron, M.; Menta, R.; Manini, F.; Di Gioia, V.; Martini, D.; Erba, D. Validation of a General and Sports Nutrition Knowledge Questionnaire in Italian Early Adolescents. Nutrients 2020, 12, 3121. https://doi.org/10.3390/nu12103121
Rosi A, Ferraris C, Guglielmetti M, Meroni E, Charron M, Menta R, Manini F, Di Gioia V, Martini D, Erba D. Validation of a General and Sports Nutrition Knowledge Questionnaire in Italian Early Adolescents. Nutrients. 2020; 12(10):3121. https://doi.org/10.3390/nu12103121
Chicago/Turabian StyleRosi, Alice, Cinzia Ferraris, Monica Guglielmetti, Erika Meroni, Melanie Charron, Roberto Menta, Federica Manini, Vito Di Gioia, Daniela Martini, and Daniela Erba. 2020. "Validation of a General and Sports Nutrition Knowledge Questionnaire in Italian Early Adolescents" Nutrients 12, no. 10: 3121. https://doi.org/10.3390/nu12103121
APA StyleRosi, A., Ferraris, C., Guglielmetti, M., Meroni, E., Charron, M., Menta, R., Manini, F., Di Gioia, V., Martini, D., & Erba, D. (2020). Validation of a General and Sports Nutrition Knowledge Questionnaire in Italian Early Adolescents. Nutrients, 12(10), 3121. https://doi.org/10.3390/nu12103121