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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).”
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“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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Self-citationCommercially available pedometers: considerations for accurate step counting
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“Historically, self-report or diaries have been employed, but the limitations of these methods have been well documented, particularly lack of sensitivity to ambulatory or walking activities [6,7].”
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“At baseline and 6 mo, participants completed an interviewer-administered physical activity questionnaire, assessing the past 6 mo of recreational activity (23), a 7-d physical activity log (24), and a 7-d pedometer log (25).”
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BackgroundBarzegar, N., Tohidi, M., Hasheminia, M., Azizi, F., & Hadaegh, F. (2020) · Cardiovascular Diabetology · doi:10.1186/s12933-020-01121-5 · Cited by 261
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BackgroundMethodInfluentialSelf-citationThe Relationship between Convenience of Destinations and Walking Levels in Older Women
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Self-citationSedentary Behaviors, Physical Activity, and Metabolic Syndrome in Middle‐aged French Subjects
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“Across all PAQs, intensity was assigned using information provided in the Compendium of Physical Activities (10, 11) or another approach (15, 18, 25, 61, 64, 73, 75, 77, 83, 84).”
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“A paragraph on free time recreation, sport and fitness activities and a modified list of physical activities from the historical leisure activity questionnaire ( Kriska et al, 1990 ) were provided to introduce respondents to a modified version of the leisure time activity subscale of the PASE (New England Research Ins…”
MethodSociocultural Determinants of Physical Activity among Children
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“5) BMI category, n (%) Overweight, BMI , 30 43 (43) 13 (39) 17 (50) 13 (39) Obese, BMI $ 30 57 (57) 20 (61) 17 (50) 20 (61) Disease stage, n (%) 0 15 (15) 3 (9) 6 (18) 6 (18) 1 51 (51) 18 (55) 15 (44) 18 (55) 2 24 (24) 9 (27) 9 (26) 6 (18) 3 7 (7) 3 (9) 2 (6) 2 (6) Unknown 3 (3) 2 (6) 1 (3) Adjuvant treatment after su…”
Physical Activity Over the Lifecourse and Cardiovascular Disease
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Self-citationSelf-administered questionnaire compared with interview to assess past-year physical activity
Vuillemin, A., Oppert, J., Guillemin, F., Esserméant, L., Fontvieille, A.-M., Galan, P., Kriska, A. M., & Herçberg, S. (2000) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200006000-00013 · Cited by 197
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“The original MAQ was designed to assess sedentary and physical activity during both leisure time and work over the past 12 months [41] and was the instrument used in the Diabetes Prevention Program [42].”
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“Physical activity volume over the previous ten years was estimated according to the methods of Kriska et al. (1990) using published energy costs for common physical activities (Ainsworth et al., 1993).”
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“Current activity was assessed by the Modifiable Activity Questionnaire ( 12 , 13).”
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“Assessments of leisure and occupational physical activity (hours/week) were performed using the modifiable activity questionnaire (MAQ).((27))”
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Hosseini‐Esfahani, F., Jessri, M., Mirmiran, P., Bastan, S., & Azizi, F. (2010) · Metabolism · doi:10.1016/j.metabol.2010.06.013 · Cited by 147
Deficits in Physical Function Among Young Childhood Cancer Survivors
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“Assessments of leisure and occupational physical activity (hours/week) were performed using the modifiable activity questionnaire (15).”
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“Due to the lack of precision of the LRC [24], the Modifiable Activity Questionnaire (MAQ), which measured all three types of activity including leisure time, job, and household activities in the past year, was used in the rest of the follow-up examinations [25].”
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“The questionnaire has been described in detail elsewhere [23,24,26-28].”
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“TheMPAQ is a reliable and valid instrument for assessing the intensity and duration of physical activities performed during the preceding 12 months in various populations including pregnantwomen [28–35].”
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“Third, usual physical activity measured by selfreport may have been affected by a recall bias (Kriska et al., 1990).”
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Self-citationProspective Associations of Vitamin D With β-Cell Function and Glycemia
Kayaniyil, S., Retnakaran, R. R., Harris, S. B., Vieth, R., Knight, J. A., Gerstein, H. C., Perkins, B. A., Zinman, B., & Hanley, A. J. (2011) · Diabetes · doi:10.2337/db11-0465 · Cited by 137
“Physical activity level was determined using a version of the Modifiable Activity Questionnaire (MAQ) (26), which collects information on both leisure and occupational activity over the past year (including measures of frequency and duration).”
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“While prior studies have not assessed the reproducibility of lifetime physical activity questionnaires that used a selfadministered format, the reproducibility of two comparable, interviewer-administered lifetime questionnaires has been measured (9, 10, 13).”
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“Alternatively, the lack of association with occupational activity may be due to the fact that the occupational section of the activity questionnaire is less reproducible than the leisure activity section [8].”
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Chan, C. B., Spangler, E. A., Valcour, J. E., & Tudor-Locke, C. E. (2003) · Obesity Research · doi:10.1038/oby.2003.208 · Cited by 137
Longitudinal changes in fatness in white children: no effect of childhood energy expenditure
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“The HLAQ was developed by Kriska and colleagues to retrospectively assess lifetime participation in leisure activity [19,20].”
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Burke, L. E., Styn, M. A., Glanz, K., Ewing, L. J., Elci, O. U., Conroy, M. B., Sereika, S. M., Acharya, S. D., Music, E., Keating, A. L., et al. (2009) · Contemporary Clinical Trials · doi:10.1016/j.cct.2009.07.003 · Cited by 121
“The Modified Activity Questionnaire[34,35] assessed daily and leisure activities and provided a measure of adherence to the physical activity protocol.”
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“The Modifiable Activity Questionnaire (MAQ; [31]) was used to measure participants' LTPA.”
MethodEffects of a lifestyle modification program in HIV-infected patients with the metabolic syndrome
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“5.4 0.1 0.1 0.1 Cardiorespiratory fitness MAQ (MET-hours/week) 33.2 12.1 17.7 14.3 VO2max 19.8 1.6 0.2 1.2 Lipodystrophy score 3.9 0.4 1.2 0.3 Immune function Viral load (log) 2.8 0.1 0.1 0.1 CD4 cell count 556 67 32 43 MAQ, Modifiable Activity Questionnaire; MET, metabolic equivalent; VO2 Discussion The modification…”
MethodInfluentialBahadoran, Z., Golzarand, M., Mirmiran, P., Shiva, N., & Azizi, F. (2012) · Nutrition & Metabolism · doi:10.1186/1743-7075-9-70 · Cited by 126
Longitudinal study of recreational physical activity in breast cancer survivors
Littman, A. J., Tang, M.-T. C., & Rossing, M. A. (2010) · Journal of Cancer Survivorship · doi:10.1007/s11764-009-0113-2 · Cited by 140
“Recreational PA was assessed at baseline and at each of the follow-up visits using the Modifiable Activity Questionnaire [9, 10 ].”
MethodKriska, A. M., LaPorte, R. E., Patrick, S. L., Kuller, L. H., & Orchard, T. J. (1991) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(91)90153-z · Cited by 123
Self-citationDeterminants of resting energy expenditure in young children
Goran, M. I., Kaskoun, M. C., & Johnson, R. K. (1994) · The Journal of Pediatrics · doi:10.1016/s0022-3476(05)83277-9 · Cited by 123
Irwin, M. L., Cartmel, B., Harrigan, M., Li, F., Sanft, T., Shockro, L., O'Connor, K., Campbell, N., Tolaney, S. M., Mayer, E. L., et al. (2017) · Cancer · doi:10.1002/cncr.30456 · Cited by 117
“Participants completed an interview-administered PA questionnaire, assessing the past 3 months of PA including the type, frequency, and duration of 20 activities.(12)”
Dieli-Conwright, C. M., Wong, L. C., Waliany, S., Bernstein, L., Salehian, B., & Mortimer, J. E. (2016) · Cancer · doi:10.1002/cncr.30104 · Cited by 117
Nigg, C. R., Fuchs, R., Gerber, M., Jekauc, D., Koch, T., Krell‐Roesch, J., Lippke, S., Nigg, C., Novak, B., Ju, Q., et al. (2020) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2020.101715 · Cited by 128
Aerobic fitness and leisure physical activity as moderators of the stress-illness relation
Carmack, C. L., de Moor, C., Boudreaux, E. D., Amaral-Melendez, M., & Brantley, P. J. (1999) · Annals of Behavioral Medicine · doi:10.1007/bf02884842 · Cited by 99
“The Physical Activity Questionnaire (Kriska et al., 1990) is a physical activity assessment instrument designed to assess historical,”
BackgroundRennie, K. L., & Wareham, N. J. (1998) · Public Health Nutrition · doi:10.1079/phn19980043 · Cited by 117
Ghanbarian, A., Delshad, M., Ghaleh, N. A. R., Amirshekari, G., Askari, S., & Azizi, F. (2015) · International Journal of Preventive Medicine · doi:10.4103/2008-7802.151433 · Cited by 116
“[8] Some other population‑based studies have reported reliability and validity of the MAQ.”
BackgroundInfluentialKayaniyil, S., Vieth, R., Harris, S. B., Retnakaran, R. R., Knight, J. A., Gerstein, H. C., Perkins, B. A., Zinman, B., & Hanley, A. J. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2010-1439 · Cited by 114
Explaining Long-Term Exercise Adherence in Women Who Complete a Structured Exercise Program
Huberty, J. L., Ransdell, L. B., Sidman, C., Flohr, J. A., Shultz, B., Grosshans, O., & Durrant, L. (2008) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2008.10599501 · Cited by 117
“The MAQ assesses historical, past year, and past week activity and is reliable and valid for adults (Kriska et al., 1990).”
BackgroundReliability and Validity of the Flemish Physical Activity Computerized Questionnaire in Adults
Matton, L., Wijndaele, K., Duvigneaud, N., Duquet, W., Philippaerts, R. M., Thomis, M. A., & Lefevre, J. (2007) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2007.10599427 · Cited by 111
“…et al., 2003), the Baecke Questionnaire of Habitual Physical Activity (Baecke, Burema, & Frijters, 1982), the Tecumseh Community Health Questionnaire (Reiff et al., 1967), the Seven-Day Physical Activity Recall (Sallis et al., 1985), and the Modifiable Activity Questionnaire (Kriska et al., 1990).”
BackgroundPedometer-determined ambulatory activity in individuals with type 2 diabetes
Tudor-Locke, C. E., Bell, R. C., Myers, A. M., Harris, S. B., Lauzon, N., & Rodger, N. W. (2002) · Diabetes Research and Clinical Practice · doi:10.1016/s0168-8227(01)00317-5 · Cited by 108
“However, walking is considered the least reliably recalled physical activity [2–4].”
BackgroundPhysical Activity Self-Monitoring and Weight Loss
Conroy, M. B., Yang, K., Elci, O. U., Gabriel, K. P., Styn, M. A., Wang, J., Kriska, A. M., Sereika, S. M., & Burke, L. E. (2010) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31820b9395 · Cited by 112
“Reported PA was measured using a past 6 month version of the Modifiable Activity Questionnaire (MAQ), a reliable (24, 27) and valid (24, Conroy et al.”
MethodSelf-citationRolland‐Cachera, M., Thibault, H., Souberbielle, J., Soulié, D., Carbonel, P., Deheeger, M., Roinsol, D., Longueville, E., Bellisle, F., & Serog, P. (2004) · International Journal of Obesity · doi:10.1038/sj.ijo.0802605 · Cited by 110
Ku, C., Gower, B. A., Hunter, G. R., & Goran, M. I. (2000) · Obesity Research · doi:10.1038/oby.2000.63 · Cited by 108
“(29), which was designed to investigate the relationship between physical activity and type 2 diabetes in Pima Indians.”
BackgroundPrimary prevention of non‐insulin‐dependent diabetes mellitus
Tuomilehto, J., Knowler, W. C., & Zimmet, P. (1992) · Diabetes/Metabolism Reviews · doi:10.1002/dmr.5610080403 · Cited by 109
Self-citationHaas, D. M., Ehrenthal, D. B., Koch, M. A., Catov, J. M., Barnes, S. E., Facco, F., Parker, C. B., Mercer, B. M., Merz, C. N. B., Silver, R. M., et al. (2016) · American Journal of Epidemiology · doi:10.1093/aje/kwv309 · Cited by 104
Thomas, G. A., Cartmel, B., Harrigan, M., Fiellin, M. G., Capozza, S. J., Zhou, Y., Ercolano, E. A., Gross, C. P., Hershman, D. L., Ligibel, J. A., et al. (2016) · Obesity · doi:10.1002/oby.21729 · Cited by 107
“Participants also completed an interviewer administered physical activity questionnaire, which assessed the past 6 months of recreational activity including the type, frequency, and duration of activities (27).”
MethodFranks, P. W., Jablonski, K. A., Delahanty, L. M., McAteer, J. B., Kahn, S. E., Knowler, W. C., & Florez, J. C. (2008) · Diabetologia · doi:10.1007/s00125-008-1158-x · Cited by 106
Self-citationEthnic and Cultural Issues in Assessing Physical Activity
Kriska, A. M. (2000) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2000.11082786 · Cited by 107
“Specifically walking is often found to be one of the most popular activities cited (Kriska et al., 1990; Rohm-Young, 1998).”
BackgroundSelf-citationLindeman, K. G., Greenblatt, L. B., Rourke, C., Bouxsein, M., Finkelstein, J. S., & Yu, E. W.-Y. (2018) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2018-01496 · Cited by 102
Chambers, E. C., Tull, E. S., Fraser, H. S., Mutunhu, N. R., Sobers, N., & Niles, E. (2004) · PubMed Central · Cited by 102
Evaluation of Physical Activity Measures Used in Middle-Aged Women
Gabriel, K. P., McClain, J. J., Lee, C. D., Swan, P. D., Alvar, B. A., Mitros, M., & Ainsworth, B. E. (2009) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31819b2482 · Cited by 101
Physical Activity AssessmentValidation of a Clinical Assessment Tool
Meriwether, R. A., MCMAHON, P., ISLAM, N., & Steinmann, W. C. (2006) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2006.08.021 · Cited by 103
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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