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Development of Questionnaire to Examine Relationship of Physical Activity and Diabetes in Pima Indians
Abstract
There was a need to design a questionnaire that could accurately assess the activity patterns of Native Americans to evaluate the relationship between physical activity and diabetes. Such a questionnaire was developed and implemented into the data collection scheme of the prospective Pima Indian Study of Arizona. The questionnaire, which assesses historical, past-year, and past-week leisure and occupational activity, was examined in 29 Pima individuals aged 21-36 yr and was shown to be reliable with test-retest correlations (rank-order correlations ranged from 0.62 to 0.96 for leisure and occupational activity). Reproducibility of the past-year leisure physical-activity estimate was determined in 69 participants aged 10-59 yr and was found to be reliable in all age-groups with the exception of the 10- to 14-yr-old age-group (rank-order correlations were 0.31 in the 10- to 14-yr-old age-group compared to 0.88 to 0.92 in those greater than 20 yr of age). Validity of the current-activity section of the questionnaire was demonstrated indirectly through comparisons with activity monitors. The past-week leisure-activity estimate was related to the Caltrac activity monitor counts per hour (rho = 0.62, P less than 0.05, n = 17). In summary, a physical-activity questionnaire has been developed that is both reliable and feasible to use in the Pima Indian population to evaluate the relationship of physical activity to non-insulin-dependent diabetes mellitus.
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“The MAQ assesses past year, moderate/vigorous-intensity leisure PAs common to the population in question (7,8).”
In the citing paper
“All subjects were administered an activity questionnaire (13).”
From Effects of Traditional and Western Environments on Prevalence of Type 2 Diabetes in Pima Indians in Mexico and the U.S. (2006) · cites this paper as [13]
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BackgroundJovancevic, J., Rosano, C., Perera, S., Erickson, K. I., & Studenski, S. A. (2012) · BMC Geriatrics · doi:10.1186/1471-2318-12-23 · Cited by 19
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Grandinetti, A., Liu, D. M., & Kaholokula, J. K. (2015) · Journal of Diabetes & Metabolic Disorders · doi:10.1186/s40200-015-0161-2 · Cited by 16
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MethodCardiovascular fitness and physical activity in children with and without impaired glucose tolerance
Shaibi, G. Q., Ball, G. D. C., Cruz, M. L., Weigensberg, M. J., Salem, G. J., & Goran, M. I. (2005) · International Journal of Obesity · doi:10.1038/sj.ijo.0803171 · Cited by 15
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MethodSelf-citationPhysical activity and mammographic parenchymal patterns among Greek postmenopausal women
Marmara, E., Papacharalambous, X., Kouloulias, V., et al. (2011) · Maturitas · doi:10.1016/j.maturitas.2011.02.003 · Cited by 14
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Self-citationModifiable Activity Questionnaire for Adolescents
&NA; (1997) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-199706001-00016 · Cited by 14
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“[33] Kriska AM, Knowler WC, LaPorte RE, et al.”
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“High reliability and relatively moderate validity were reported for the Persian translated MAQ in Tehranian adults (22).”
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“PAL was assessed using the modifiable activity questionnaire (MAQ) that included a list of activities including leisure time, job, and household activities; the frequency and amount of time spent per week engaged in physical activity over the last year were recorded [23].”
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Urquídez-Romero, R., Esparza‐Romero, J., Chaudhari, L. S., Begay, R. C., Giraldo, M. A., Ravussin, É., Knowler, W. C., Hanson, R. L., Bennett, P. H., Schulz, L. O., et al. (2014) · American Journal of Health Behavior · doi:10.5993/ajhb.38.3.6 · Cited by 10
Self-citationBahadoran, Z., Mirmiran, P., Hosseini‐Esfahani, F., Sadeghi, M., & Azizi, F. (2013) · PubMed Central · Cited by 10
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Eaglehouse, Y. L., Rockette‐Wagner, B., Kramer, M. K., Arena, V. C., Miller, R. G., Vanderwood, K. K., & Kriska, A. M. (2016) · Translational Journal of the American College of Sports Medicine · doi:10.1249/tjx.0000000000000004 · Cited by 12
“The MAQ is a reliable and valid instrument for use in adult populations (9,18,26,27,29) with strong correlations (ρ > 0.”
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“Physical activity level was assessed using the Persian‐translated Modifiable Activity Questionnaire (MAQ),[22] based on the frequency and time spent on light, moderate, high, and very high‐intensity activities according to the list of common activities of daily life over the past year.”
Fatiguing Trunk Flexor Exercise Decreases Pain Sensitivity in Postpartum Women
Deering, R. E., Pashibin, T., Cruz, M., Hunter, S. K., & Bement, M. H. (2019) · Frontiers in Physiology · doi:10.3389/fphys.2019.00315 · Cited by 12
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“Although there are alternative measures of lifetime physical activity (Chasan-Taber, Erickson, Nasca, Chasan-Taber, & Freedson, 2002; Kriska et al., 1990), only the LTPAQ assesses all four domains of physical activity (Sallis et al.”
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“Participants also completed standardized questionnaires on medical history, current medication, insulin doses, physical activity (modifiable activity questionnaire) [19], alcohol and tobacco use and family medical history.”
BackgroundLemaître, R. N., Jensen, P. N., Zeigler, M. B., Denham, J., Fretts, A. M., Umans, J. G., Howard, B. V., Sitlani, C. M., McKnight, B., Gharib, S. A., et al. (2021) · EBioMedicine · doi:10.1016/j.ebiom.2021.103279 · Cited by 10
“Both the physical activity questionnaire and pedometers have been shown to be reliable and valid in free-living conditions [25,26].”
BackgroundThe relationship between physical activity and lipoprotein subclasses in postmenopausal women
Gabriel, K. P., Kriska, A. M., Johnson, B. D., Conroy, M. B., Mackey, R. H., Orchard, T. J., & Kuller, L. H. (2006) · Menopause The Journal of The North American Menopause Society · doi:10.1097/01.gme.0000229573.29258.d5 · Cited by 10
Self-citationAdolescent and Young Adult Exposure to Physical Activity and Breast Density
Gabriel, K. P., Klifa, C. S., Pérez, A., et al. (2013) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318289a7f8 · Cited by 10
“Physical Activity—The historical version of the Modifiable Activity Questionnaire (MAQ) (22), an interviewer-administered recall questionnaire, was used to assess leisuretime physical activity levels during: (a) high school (ages 14–17 years), (b) post high school (ages 18–21 years) and (c) the previous 12 months (pas…”
BackgroundMethodInfluentialSelf-citationJalali‐Farahani, S., Amiri, P., Karimi, M., Gharibzadeh, S., Mirmiran, P., & Azizi, F. (2016) · International Journal of Behavioral Medicine · doi:10.1007/s12529-016-9574-7 · Cited by 10
“Levels of leisure time physical activity, assessed using the Modifiable Activity Questionnaire (MAQ) [25], were categorized into quartiles.”
Johnston, L., Liu, Z., Retnakaran, R. R., Zinman, B., Giacca, A., Harris, S. B., Bazinet, R. P., & Hanley, A. J. (2018) · Journal of Lipid Research · doi:10.1194/jlr.p084970 · Cited by 11
“Each reported activity from the MAQ was weighted by its metabolic intensity allowing for the estimation of metabolic equivalents of tasks (MET) hours per week (19).”
BackgroundMethodInfluentialAssociation of obesity severity and duration with incidence of chronic kidney disease
Ghazy, F., Ebrahimi, N., Ebadinejad, A., Barzin, M., Mahdavi, M., Valizadeh, M., Azizi, F., & Hosseinpanah, F. (2024) · BMC Nephrology · doi:10.1186/s12882-024-03757-x · Cited by 11
“Since LRC is not accurate, the Modifiable Activity Questionnaire (MAQ) was used for the rest of the follow-up examinations to cover all kinds of activity (i.e., leisure, occupation, and in-house) [19].”
MethodMen and women show partly distinct effects of physical activity on brain integrity
Gonneaud, J., Moreau, I., Felisatti, F., Arenaza‐Urquijo, E. M., Ourry, V., Touron, E., Sayette, V. D. L., Vivien, D., & Chételat, G. (2022) · Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring · doi:10.1002/dad2.12302 · Cited by 12
Vascular determinants of hippocampal viscoelastic properties in healthy adults across the lifespan
Sanjana, F., Delgorio, P. L., DeConne, T. M., Hiscox, L. V., Pohlig, R. T., Johnson, C. L., & Martens, C. R. (2023) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1177/0271678x231186571 · Cited by 9
“47 Serum lipids (triglycerides, total cholesterol, high-and low-density lipoproteins) and serum glucose was measured using standard lipid and metabolic panels (Quest Diagnostics, USA), respectively during the time of initial screening following a 12 h overnight fast.”
MethodPredicting parental social influences: The role of physical activity variability
WILSON, K. S., & Spink, K. S. (2011) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2011.08.005 · Cited by 9
Brown, J. C., & Schmitz, K. H. (2017) · Research in Sports Medicine · doi:10.1080/15438627.2017.1314295 · Cited by 9
“Physical activity was assessed using the Modifiable Physical Activity Questionnaire (Kriska et al., 1990).”
MethodHall, L. N., Sanchez, L. R., Hubbard, J. L., Lee, H., Looby, S. E. D., Srinivasa, S., Zanni, M. V., Stanley, T. L., Lo, J., Grinspoon, S. K., et al. (2017) · Open Forum Infectious Diseases · doi:10.1093/ofid/ofx083 · Cited by 9
“Physical activity was assessed using the Modifiable Activity Questionnaire to assess hours of leisure activity during the past year [18].”
MethodAmiri, P., Masihay‐Akbar, H., Jalali‐Farahani, S., et al. (2020) · International Journal of Behavioral Medicine · doi:10.1007/s12529-020-09910-8 · Cited by 9
“Physical Activity Parental physical activity was assessed using the Modifiable Activity Questionnaire (MAQ) [28]; the Persian translation of which has been assessed with acceptable validity and high reliability [29].”
MethodJahromi, M. K., Ebadinejad, A., Barzin, M., et al. (2022) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2022.07.014 · Cited by 9
Khoshnoudi-Rad, B., Hosseinpour‐Niazi, S., Javadi, M., Mirmiran, P., & Azizi, F. (2022) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-022-00968-w · Cited by 10
Huffman, F. G., Exebio, J. C., Vaccaro, J. A., et al. (2013) · Food and Nutrition Sciences · doi:10.4236/fns.2013.411142 · Cited by 9
“Physical activity was estimated from the Modifiable Activity Questionnaire (MAQ) [18].”
MethodHPLC-Fluorescence Determination of Individual Free and Conjugated Bile Acids in Human Serum
Gatti, R., Roda, A., Cerré, C., Bonazzi, D., & Cavrini, V. (1997) · Biomedical Chromatography · doi:10.1002/(sici)1099-0801(199701)11:1 · Cited by 37
Méthodes d'évaluation de l'activité physique habituelle et obésité
Oppert, J. (2006) · Science & Sports · doi:10.1016/j.scispo.2006.03.008 · Cited by 9
WILSON, K. S., & Spink, K. S. (2011) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2011.06.003 · Cited by 9
Cognitive Testing of the STAR-Q: Insights in Activity and Sedentary Time Reporting
Neilson, H. K., Ullman, R., Robson, P. J., Friedenreich, C. M., & Csizmadi, I. (2013) · Journal of Physical Activity and Health · doi:10.1123/jpah.10.3.379 · Cited by 8
Sinclair, K., Carty, C. L., Gonzales, K. L., Nikolaus, C. J., Gillespie, L., & Buchwald, D. (2020) · American Journal of Men s Health · doi:10.1177/1557988320945457 · Cited by 9
“Physical activity is assessed with the Modifiable Activity Questionnaire (Pereira et al., 1997), which has previously been used in AI/AN communities (Kriska et al., 1990).”
MethodCardio‐Metabolic Risk Profile of Women With Endometriosis: A Population‐Based Study
Naz, M. S. G., Noroozzadeh, M., Ardebili, S. N., Mousavi, M. A., Azizi, F., & Tehrani, F. R. (2024) · Endocrinology Diabetes & Metabolism · doi:10.1002/edm2.70008 · Cited by 13
“Physical activity was measured using a modifiable activity questionnaire (MAQ) and its levels were expressed as metabolic equivalent hours per week (METs h/week) [18, 19].”
MethodSocial Provisions and Young Women’s Health-Related Physical Activity
Ulvick, J. D., & Spink, K. S. (2015) · Women & Health · doi:10.1080/03630242.2015.1061093 · Cited by 8
“We operationalized participants’ activity involvement as energy expenditure, and assessed it using the Modifiable Activity Questionnaire (MAQ; Kriska et al. 1990), which is a self-report measure of leisure-time physical activity that has been used previously with a young-adult sample (Spink,…”
MethodInfluentialChanges in Body Composition and Activity Levels of a Division-1 Football Team During COVID-19
Cholewinski, M. C., Buzzard, J., Gordon, Q., Ross, R., Funderburk, L., & Gallucci, A. R. (2021) · Journal of Exercise and Nutrition · doi:10.53520/jen2021.10385 · Cited by 8
“To measure the athletes’ activity during the suspended activity period (March – June) the validated Modifiable Activity Questionnaire (MAQ) 13 was given to the athletes to confidentially complete.”
MethodCoronary Artery Calcium and Cognitive Decline in the Diabetes Prevention Program Outcomes Study
Gadde, K. M., Yin, X., Goldberg, R. B., Orchard, T. J., Schlögl, M., Dabelea, D., Ibebuogu, U. N., Watson, K. E., Pi-Sunyer, X., Crandall, J. P., et al. (2023) · Journal of the American Heart Association · doi:10.1161/jaha.123.029671 · Cited by 9
Metadata
- Authors
- Kriska, A. M., Knowler, W. C., LaPorte, R. E., Drash, A. L., Wing, R. R., Blair, S. N., Bennett, P. H., & Kuller, L. H.
- Affiliations
- University of Pittsburgh (US)
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 1990-04-01
- Volume
- 13
- Issue
- 4
- Pages
- 401-411
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W2004395090
- Cited by
- 755
- References
- 0
- Citations by year
- 2026: 9 · 2025: 18 · 2024: 19 · 2023: 31 · 2022: 20 · 2021: 36 · 2020: 35 · 2019: 29 · 2018: 30 · 2017: 28 · 2016: 31 · 2015: 37 · 2014: 36 · 2013: 42 · 2012: 39
- FWCI
- 1.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Scholar Commons (University of South Carolina) (submittedVersion)
- Funders
- Centers for Disease Control and Prevention
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Indigenous Health and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- physical activity, diabetes mellitus, Pima Indians, questionnaire development, leisure-time physical activity, occupational physical activity, test-retest reliability, validity, wearable activity trackers, type 2 diabetes, Native Americans
- MeSH terms
- Adolescent, Adult, Arizona, Child, Diabetes Mellitus, Type 2, Female, Humans, Indians, North American, Male, Middle Aged, Physical Fitness, Surveys and Questionnaires, Reproducibility of Results
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