Physical Activity in Older Mexican Americans Living in Two Cities on the U.S.-Mexico Border
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measures
Dependent Variable
2.3. Covariates
2.4. Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Nunan, D.; Mahtani, K.R.; Roberts, N.; Heneghan, C. Physical activity for the prevention and treatment of major chronic disease: An overview of systematic reviews. Syst. Rev. 2013, 10, 56. [Google Scholar] [CrossRef] [PubMed]
- John, E.M.; Sangaramoorthy, M.; Hines, L.M.; Stern, M.C.; Baumgartner, K.B.; Giuliano, A.R.; Wolff, R.K.; Slattery, M.L. Overall and Abdominal Adiposity and Premenopausal Breast Cancer Risk among Hispanic Women: The Breast Cancer Health Disparities Study. Cancer Epidemiol. Biomark. Prev. 2014, 24, 138–147. [Google Scholar] [CrossRef] [PubMed]
- Barry, V.W.; Baruth, M.; Beets, M.W.; Durstine, J.L.; Liu, J.; Blair, S.N. Fitness vs. fatness on all-cause mortality: A meta-analysis. Prog. Cardiovasc. Dis. 2014, 56, 382–390. [Google Scholar] [CrossRef] [PubMed]
- National Cancer Institute. Physical Activity and Cancer. Available online: https://www.cancer.gov/about-cancer/causes-prevention/risk/obesity/physical-activity-fact-sheet (accessed on 9 August 2018).
- Garber, C.E.; Blissmer, B.; Deschenes, M.R.; Franklin, B.A.; Lamonte, M.J.; Lee, I.M.; Nieman, D.C.; Swain, D.P. American College of Sports Medicine. American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: Guidance for prescribing exercise. Med. Sci. Sports Exerc. 2011, 43, 1334–1359. [Google Scholar] [PubMed]
- McDermott, A.Y.; Mernitz, H. Exercise and older patients: Prescribing guidelines. Am. Fam. Phys. 2006, 74, 437–444. [Google Scholar]
- Centers for Disease Control and Prevention. Facts about Physical Activity. 2014. Available online: https://www.cdc.gov/physicalactivity/data/facts.htm (accessed on 9 August 2018).
- Sorkin, D.H.; Biegler, K.A.; Billimek, J. Differences in Self-Reported Physical Activity and Body Mass Index among Older Hispanic and Non-Hispanic White Men and Women: Findings from the 2009 California Health Interview Survey. J. Am. Geriatr. Soc. 2015, 63, 2158–2163. [Google Scholar] [CrossRef] [PubMed]
- Vigo-Valentín, A.; Bush, K.A.; Hodge, S.R. Daily physical activity behavior patterns of Hispanic adolescents in Puerto Rico. J. Phys. Activ. Health 2014, 11, 1212–1218. [Google Scholar] [CrossRef] [PubMed]
- Palta, R.G.; McMurray, N.A.; Gouskovac, D.; Sotres-Alvarez, S.M.; Davis, M.; Carnethond, S.F.; Castañeda, M.D.; Gellman, A.L.; Hankinsond, C.R.; Isasi, N.; et al. Self-reported and accelerometer-measured physical activity by body mass index in US Hispanic/Latino adults: HCHS/SOL. Prev. Med. Rep. 2015, 2, 824–828. [Google Scholar] [CrossRef] [PubMed]
- Qi, Q.; Strizich, G.; Merchant, G.; Sotres-Alvarez, D.; Buelna, C.; Castañeda, S.F.; Gallo, L.C.; Cai, J.; Gellman, M.D.; Isasi, C.R.; et al. Objectively-Measured Sedentary Time and Cardiometabolic Biomarkers in U.S. Hispanic/Latino Adults: The Hispanic Community Health Study/Study of Latinos (HCHS/SOL). Circulation 2015, 132, 1560–1569. [Google Scholar] [CrossRef] [PubMed]
- Ottenbacher, A.J.; Snih, S.A.; Karmarkar, A.; Lee, J.; Samper-Ternent, R.; Kumar, A.; Bindawas, S.; Markides, K.S.; Ottenbacher, K.J. Routine physical activity and mortality in Mexican Americans aged 75 and older. J. Am. Geriatr. Soc. 2012, 60, 1085–1091. [Google Scholar] [CrossRef] [PubMed]
- Lewis, Z.H.; Markides, K.S.; Ottenbacher, K.J.; Al Snih, S. The Impact of 10-Year Physical Activity Changes on 7-Year Mortality in Older Mexican Americans. J. Phys. Activ. Health 2018, 15, 30–39. [Google Scholar] [CrossRef] [PubMed]
- Kwon, S.C.; Wyatt, L.C.; Kranick, J.A.; Islam, N.S.; Devia, C.; Horowitz, C.; Trinh-Shevrin, C. Physical activity, fruit and vegetable intake, and health-related quality of life among older Chinese, Hispanics, and Blacks in New York City. Am. J. Public Health 2015, 105, S544–S552. [Google Scholar] [CrossRef] [PubMed]
- Grubert, E.; Baker, T.A.; McGeever, K.; Shaw, B.A. The role of pain in understanding racial/ethnic differences in the frequency of physical activity among older adults. J. Aging Health 2013, 25, 405–421. [Google Scholar] [CrossRef] [PubMed]
- Piedra, L.M.; Andrade, F.C.D.; Hernandez, R.; Trejo, L.; Prohaska, T.R.; Sarkisian, C.A. Let’s walk! Age reattribution and physical activity among older Hispanic/Latino adults: Results from the ¡Caminemos! Randomized trial. BMC Public Health 2018, 18, 964. [Google Scholar] [CrossRef] [PubMed]
- Aguiñaga, S.; Marquez, D.X. Impact of Latin Dance on Physical Activity, Cardiorespiratory Fitness, and Sedentary Behavior among Latinos Attending an Adult Day Center. J. Aging Health 2017. [Google Scholar] [CrossRef] [PubMed]
- Perez, A.; Fleury, J. Using a Cultural Framework to Assess Motivation for Physical Activity among Older Hispanic Women: Application of the PEN-3 Model. Fam. Commun. Health 2018, 41, 10–17. [Google Scholar] [CrossRef] [PubMed]
- Vásquez, E.; Strizich, G.; Isasi, C.R.; Echeverria, S.E.; Sotres-Alvarez, D.; Evenson, K.R.; Gellman, M.D.; Palta, P.; Qi, Q.; Lamar, M.; et al. Is there a relationship between accelerometer-assessed physical activity and sedentary behavior and cognitive function in US Hispanic/Latino adults? The Hispanic Community Health Study/Study of Latinos (HCHS/SOL). Prev. Med. 2017, 103, 43–48. [Google Scholar] [CrossRef] [PubMed]
- Holliday, K.M.; Howard, A.G.; Emch, M.; Rodríguez, D.A.; Rosamond, W.D.; Evenson, K.R. Where Are Adults Active? An Examination of Physical Activity Locations Using GPS in Five US Cities. J. Urban Health 2017, 94, 459–469. [Google Scholar] [CrossRef] [PubMed]
- Holliday, K.M.; Howard, A.G.; Emch, M.; Rodríguez, D.A.; Rosamond, W.D.; Evenson, K.R. Deriving a GPS Monitoring Time Recommendation for Physical Activity Studies of Adults. Med. Sci. Sports Exerc. 2017, 49, 939–947. [Google Scholar] [CrossRef] [PubMed]
- Kowaleski-Jones, L.; Fan, J.X.; Wen, M.; Hanson, H. Neighborhood Context and Youth Physical Activity: Differential Associations by Gender and Age. Am. J. Health Promot. 2017, 31, 426–434. [Google Scholar] [CrossRef] [PubMed]
- McGrath, L.J.; Hopkins, W.G.; Hinckson, E.A. Associations of objectively measured built-environment attributes with youth moderate-vigorous physical activity: A systematic review and meta-analysis. Sports Med. 2015, 45, 841–865. [Google Scholar] [CrossRef] [PubMed]
- Cerin, E.; Nathan, A.; van Cauwenberg, J.; Barnett, D.W.; Barnett, A. The neighbourhood physical environment and active travel in older adults: A systematic review and meta-analysis. Int. J. Behav. Nutr. Phys. Activ. 2017, 14, 15. [Google Scholar] [CrossRef] [PubMed]
- Barnett, D.W.; Barnett, A.; Nathan, A.; Van Cauwenberg, J.; Cerin, E. Built environmental correlates of older adults’ total physical activity and walking: A systematic review and meta-analysis. Int. J. Behav. Nutr. Phys. Activ. 2017, 14, 103. [Google Scholar] [CrossRef] [PubMed]
- Sigmundová, D.; El Ansari, W.; Sigmund, E. Neighbourhood environment correlates of physical activity: A study of eight Czech regional towns. Int. J. Environ. Res. Public Health 2011, 8, 341–357. [Google Scholar] [CrossRef] [PubMed]
- Kärmeniemi, M.; Lankila, T.; Ikäheimo, T.; Koivumaa-Honkanen, H.; Korpelainen, R. The Built Environment as a Determinant of Physical Activity: A Systematic Review of Longitudinal Studies and Natural Experiments. Ann. Behav. Med. 2018, 52, 239–251. [Google Scholar] [CrossRef] [PubMed]
- El Ansari, W.; Stock, C. Relationship between attainment of recommended physical activity guidelines and academic achievement: Undergraduate students in Egypt. Glob. J. Health Sci. 2014, 6, 274–283. [Google Scholar] [CrossRef] [PubMed]
- United States Census Bureau. Quick Facts: United States. Available online: https://www.census.gov/quickfacts/fact/table/US/PST045217 (accessed on 16 August 2018).
- Pew Research Center. Hispanic Trends. 6 September 2016 Hispanic Population Growth and Dispersion Across, U.S.; Counties, 1980–2014. Available online: http://www.pewhispanic.org/interactives/hispanic-population-by-county/ (accessed on 16 August 2018).
- United States Census Bureau. Quick Facts: Cameron County, Texas. Available online: https://www.census.gov/quickfacts/fact/table/cameroncountytexas,US/RHI725217 (accessed on 16 August 2018).
- United States Census Bureau. Quick Facts: El Paso County, Texas. Available online: https://www.census.gov/quickfacts/fact/table/elpasocountytexas,cameroncountytexas,US/RHI725217 (accessed on 16 August 2018).
- Reininger, B.M.; Wang, J.; Fisher-Hoch, S.P.; Boutte, A.; Vatcheva, K.; McCormick, J.B. Non-communicable diseases and preventive health behaviors: A comparison of Hispanics nationally and those living along the US-Mexico border. BMC Public Health 2015, 15, 564. [Google Scholar] [CrossRef] [PubMed]
- Shokar, N.K.; Byrd, T.; Salaiz, R.; Flores, S.; Chaparro, M.; Calderon-Mora, J.; Reininger, B.; Dwivedi, A. Against colorectal cancer in our neighborhoods (ACCION): A comprehensive community-wide colorectal cancer screening intervention for the uninsured in a predominantly Hispanic community. Prev. Med. 2016, 91, 273–280. [Google Scholar] [CrossRef] [PubMed]
- Craig, C.L.; Marshall, A.L.; Sjostrom, M.; Bauman, A.E.; Booth, M.L.; Ainsworth, B.E.; Pratt, M.; Ekelund, U.; Yngve, A.; Sallis, J.F.; Oja, P. The International Physical Activity Questionnaire (IPAQ): A comprehensive reliability and validity study in twelve countries. Med. Sci. Sports Exerc. 2003, 35, 1381–1395. [Google Scholar] [CrossRef] [PubMed]
- Hannan, J.; Brooten, D.; Youngblut, J.M.; Hildago, I.; Roche, R.; Seagrave, L. Physical activity and stress in adult Hispanics. Am. Assoc. Nurse Prac. 2015, 27, 79–86. [Google Scholar] [CrossRef] [PubMed]
- Craig, C.L.; Marshall, A.J.; Sjöström, M.; Bauman, A.E.; Booth, M.L.; Ainsworth, B.E.; Pratt, M.; Ekelund, U.; Yngve, A.; Sallis, J.F.; et al. International Physical Activity Questionnaire: 12-country reliability and validity. Med. Sci. Sports Exerc. 2003, 35, 1381–1395. [Google Scholar] [CrossRef] [PubMed]
- Stata Corporation. STATA MP 14; Stata Corporation: College Station, TX, USA, 2015. [Google Scholar]
- Adamus, H.J.; Mama, S.K.; Sahnoune, I.; Lee, R.E. Evaluating the quality and accessibility of physical activity resources in two southern cities. Am. J. Health Promot. 2012, 27, 52–54. [Google Scholar] [CrossRef] [PubMed]
- Hirsch, J.A.; Green, G.F.; Peterson, M.; Rodriguez, D.A.; Gordon-Larsen, P. Neighborhood Sociodemographics and Change in Built Infrastructure. J. Urban 2017, 10, 181–197. [Google Scholar] [CrossRef] [PubMed]
- Estabrooks, P.A.; Lee, R.E.; Gyurcsik, N.C. Resources for physical activity participation: Does availability and accessibility differ by neighborhood socioeconomic status? Ann. Behav. Med. 2003, 25, 100–104. [Google Scholar] [CrossRef] [PubMed]
- Hoffimann, E.; Barros, H.; Ribeiro, A.I. Socioeconomic inequalities in green space quality and accessibility-evidence from a Southern European City. Int. J. Environ. Res. Public Health 2017, 14, 916. [Google Scholar] [CrossRef] [PubMed]
- Hankonen, N.; Heino, M.T.; Kujala, E.; Hynynen, S.T.; Absetz, P.; Araújo-Soares, V.; Borodulin, K.; Haukkala, A. What explains the socioeconomic status gap in activity? Educational differences in determinants of physical activity and screentime. BMC Public Health 2017, 17, 144. [Google Scholar] [CrossRef] [PubMed]
- Salinas, J.; Shah, M.; Gay, J.; Nehme, K.; Sexton, K.; Mandell, I.; Hoelscher, D. Socioeconomic and cultural county-level factors associated with race/ethnic differences in Body Mass Index in 4th Grade Students in Texas. J. Appl. Res. Child 2013, 4, 7. [Google Scholar]
- Salinas, J.; Morales-Campos, D.Y.; Messias, D.; Parra-Medina, D. English Language Proficiency and Physical Activity among Mexican-Origin Women in South Texas and South Carolina. J. Health Care Poor Underserve. 2014, 25, 357. [Google Scholar] [CrossRef] [PubMed]
- Health Resources & Services Administration. MUA Find. Available online: https://datawarehouse.hrsa.gov/tools/analyzers/muafind.aspx (accessed on 8 September 2017).
- Lin, Y.C.; Yeh, M.C.; Chen, Y.M.; Huang, L.H. Physical activity status and gender differences in community-dwelling older adults with chronic diseases. J. Nurs. Res. 2010, 18, 88–97. [Google Scholar] [CrossRef] [PubMed]
- Steffen, L.M.; Arnett, D.K.; Blackburn, H.; Shah, G.; Armstrong, C.; Luepker, R.V.; Jacobs, D.R. Population trends in leisure-time physical activity: Minnesota Heart Survey, 1980–2000. Med. Sci. Sports Exerc. 2006, 38, 1716–1723. [Google Scholar] [CrossRef] [PubMed]
- Azevedo, M.R.; Cora Luiza Pavin Araújo, C.L.; Fossati Reichert, F.; Vinholes Siqueira, F.; Cozzensa da Silva, M.; Curi Hallal, M. Gender differences in leisure-time physical activity. Int. J. Public Health 2007, 52, 8–15. [Google Scholar] [CrossRef] [PubMed]
- Izawa, K.P.; Watanabe, S.; Hirano, Y.; Matsushima, S.; Suzuki, T.; Oka, K.; Kida, K.; Suzuki, K.; Osada, N.; Omiya, K.; et al. Gender-related differences in maximum gait speed and daily physical activity in elderly hospitalized cardiac inpatients: A preliminary study. Medicine 2015, 94, e623. [Google Scholar] [CrossRef] [PubMed]
- Strong, L.L.; Hoover, D.S.; Heredia, N.I.; Krasny, S.; Spears, C.A.; Correa-Fernández, V.; Wetter, D.W.; Fernandez, M.E. Perspectives of Mexican-origin smokers on healthy eating and physical activity. Health Educ. Res. 2016, 31, 465–477. [Google Scholar] [CrossRef] [PubMed]
- Vermeesch, A.L.; Stommel, M. Physical activity and acculturation among U.S. Latinas of childbearing age. West. J. Nurs. Res. 2014, 36, 495–511. [Google Scholar] [CrossRef] [PubMed]
- Murillo, R.; Albrecht, S.S.; Daviglus, M.L.; Kershaw, K.N. The Role of Physical Activity and Sedentary Behaviors in Explaining the Association between Acculturation and Obesity among Mexican-American Adults. Am. J. Health Promot. 2015, 30, 50–57. [Google Scholar] [CrossRef] [PubMed]
- Yoshida, Y.; Scribner, R.; Chen, L.; Broyles, S.; Phillippi, S.; Tseng, T.S. Role of Age and Acculturation in Diet Quality Among Mexican Americans—Findings From the National Health and Nutrition Examination Survey, 1999–2012. Prev. Chronic Dis. 2017, 14, E59. [Google Scholar] [CrossRef] [PubMed]
- Reininger, B.; Lee, M.; Jennings, R.; Evans, A.; Vidoni, M. Healthy eating patterns associated with acculturation, sex and BMI among Mexican Americans. Public Health Nutr. 2017, 20, 1267–1278. [Google Scholar] [CrossRef] [PubMed]
- Martin, C.L.; Tate, D.F.; Schaffner, A.; Brannen, A.; Hatley, K.E.; Diamond, M.; Munoz-Christian, K.; Pomeroy, J.; Sanchez, T.; Mercado, A.; et al. Acculturation Influences Postpartum Eating, Activity, and Weight Retention in Low-Income Hispanic Women. J. Womens Health (Larchmt) 2017, 26, 1333–1339. [Google Scholar] [CrossRef] [PubMed]
- Ragsdale, C.; Wright, J.; Shokar, G.; Salaiz, R.; Shokar, N.K. Hispanic Patient Perspectives of the Physician’s Role in Obesity Management. J. Clin. Med. Res. 2017, 9, 170–175. [Google Scholar] [CrossRef] [PubMed]
- Balcazar, H.; Alvarado, M.; Ortiz, G. Salud Para Su Corazon (health for your heart) community health worker model: Community and clinical approaches for addressing cardiovascular disease risk reduction in Hispanics/Latinos. J. Ambul. Care Manag. 2011, 34, 362–372. [Google Scholar] [CrossRef] [PubMed]
El Paso County | Cameron County | Total | p-Value | |
---|---|---|---|---|
Variables | ||||
Gender | ||||
Male | 118 (25.3) | 49 (15.6) | 167 (21.4) | 0.001 |
Female | 349 (74.7) | 265 (84.4) | 614 (78.6) | |
Age (years) | ||||
<65 | 434 (92.9) | 295 (93.1) | 729 (92.9) | 0.946 |
65+ | 33 (7.1) | 22 (6.9) | 55 (7.1) | |
Country of Birth | ||||
Mexico | 421 (90.3) | 281 (88.6) | 702 (90.3) | 0.715 |
USA | 42 (9.0) | 33 (10.4) | 75 (9.6) | |
Other | 3 (0.06) | 3 (0.09) | 6 (0.77) | |
Education All | ||||
<High School | 342 (74.3) | 268 (84.5) | 610 (77.8) | 0.000 |
>High School | 125 (26.7) | 49 (15.5) | 174 (22.2) | |
Income | ||||
Less than $10,000 | 194 (63.2) | 161 (63.9) | 355 (63.5) | 0.258 |
10,000 to less than 25,000 | 101 (32.9) | 74 (29.4) | 175 (31.3) | |
25,000 or more | 12 (3.9) | 17 (6.7) | 29 (5.2) | |
Acculturation | 1.39 (0.807) | 1.19 (0.582) | 1.31 (0.731) | 0.0001 |
Health Status | ||||
Poor/Fair | 196 (42.0) | 155 (49.1) | 351 (44.8) | 0.051 |
Excellent/Good/Very Good | 271 (58.0) | 161 (50.9) | 432 (55.2) | |
Smoking History | 0.043 | |||
Never | 258 (56.1) | 203 (64.2) | 461 (59.4) | |
Past Smoker | 144 (31.3) | 87 (27.5) | 231 (29.8) | |
Current Smoker | 58 (12.6) | 26 (8.2) | 58 (12.6) | |
Married/Cohabitating | ||||
Yes | 285 (61.2) | 209 (66.1) | 494 (63.2) | 0.157 |
No | 181 (38.8) | 107 (33.9) | 288 (36.8) | |
Regular Doctor | ||||
Yes | 174 (37.3) | 140 (44.4) | 314 (40.7) | 0.081 |
No | 282 (60.5) | 175 (55.6) | 457 (59.3) |
Variables | Vigorous | Moderate | Walking | |||
---|---|---|---|---|---|---|
El Paso | Cameron County | El Paso | Cameron County | El Paso | Cameron County | |
Total (mean ± s.d.) | 1641.1 (4961.1) | 283.6 *** (949.6) | 618.6 (1920.2) | 188.3 (685.6) | 657.7 (1492.9) | 235.6 (382.0) |
Gender (mean ± s.d.) | ||||||
Male | 3325.8 *** (7494.8) | 377.1 (1744.5) | 1022.3 ** (2746.3) | 130.6 (401.6) | 1039.6 *** (2235.4) | 178.1 (370.3) |
Female | 1071.5 (3575.5) | 264.2 (719.9) | 482.1 (1525.7) | 201.1 (729.5) | 528.6 (1112.9) | 245.1 (382.6) |
Education (mean ± s.d.) | ||||||
<High School | 1648.9 (5229.4) | 298.8 (1004.5) | 749.4 (1884.5) | 133.9 (294.0) | 573.4 * (1394.1) | 224.6 (381.5) |
>High School | 1619.9 (4158.1) | 200.8 (561.5) | 570.8 (1933.6) | 198.2 (735.0) | 888.3 (1720.2) | 295.7 (382.6) |
Acculturation (mean + s.d.) | ||||||
More English | 1683.1 (3640.6) | 192 (607.2) | 1338.5 * (3016.3) | 300 (546.3) | 1252.9 (1928.9) | 64.4 (140.1) |
More Spanish | 1638.7 (5031.2) | 286.6 (959.2) | 576.2 (1831.9) | 184.6 (690.1) | 622.6 (1458.5) | 241.2 (386.1) |
Health Status (mean ± s.d.) | ||||||
Poor/Fair | 1410.4 (4820.0) | 229.6 (1023.6) | 597.4 (2032.7) | 212.4 (864.8) | 623.3 * (1567.4) | 189.9 * (450.7) |
Excellent/Very Good/Good | 1960.2 (5145.2) | 341.7 (868.7) | 647.9 (1757.5) | 164.4 (431.4) | 705.2 (1438.8) | 284.5 (296.5) |
Smoking History (mean + s.d.) | ||||||
Never | 1203.2 (3869.1) | 239.0 (699.7) | 470.1 (1660.9) | 201.7 (786.2) | 582.9 (1186.7) | 258.2 (405.4) |
Past Smoker | 2113.9 (6250.6) | 459.3 (1444.8) | 715.8 (1905.4) | 167.1 (473.3) | 752.2 (1841.9) | 201.9 (345.1) |
Current Smoker | 2470.2 (5726.0) | 55.4 (282.4) | 1040.9 * (2846.4) | 161.5 (414.2) | 789.1 (1796.7) | 142.1 (257.8) |
Regular Doctor (mean ± s.d.) | ||||||
Yes | 1197.1 (4307) | 148.6 (649.3) | 459.9 (1694.7) | 130.4 (319.1) | 424.4 ** (828.7) | 301.8 (433.3) |
No | 1949.0 (5391.9) | 386.7 * (1125.7) | 728.8 (2072.9) | 236.7 (875.8) | 805.9 (1785.5) | 185.3 (329.1) |
Variables | lnVigorous | lnModerate | lnWalk | |||
---|---|---|---|---|---|---|
El Paso | Cameron County | El Paso | Cameron County | El Paso | Cameron County | |
Gender (ref. cat. = female) | −1.20 (0.003) | 0.584 (0.164) | −0.374 (0.132) | 0.596 (0.157) | −0.252 (0.138) | −0.141 (0.544) |
Education (ref. cat. ≥ High School) | 0.073 (0.858) | −0.308 (0.461) | 0.370 (0.169) | −0.068 (0.807) | 0.068 (0.686) | −0.012 (0.947) |
Health Status (ref. cat. = Fair/Poor) | −0.651 (0.066) | −0.259 (0.373) | −0.169 (0.467) | 0.168 (0.406) | 0.161 (0.299) | −0.475 (0.001) |
Regular Doctor (ref. cat = yes) | −0.779 (0.029) | −1.03 (0.000) | −0.201 (0.404) | −0.254 (0.218) | −0.276 (0.087) | 0.219 (0.109) |
Smoking (ref. cat. = never) | ||||||
Past Smoker | −0.008 (0.983) | 0.425 (0.202) | 0.413 (0.106) | 0.088 (0.706) | 0.013 (0.940) | −0.088 (0.578) |
Current Smoker | 0.486 (0.366) | −0.642 (0.247) | 0.607 (0.068) | 0.121 (0.767) | 0.375 (0.132) | 0.175 (0.544) |
Acculturation | 0.513 (0.019) | 0.063 (0.804) | −0.179 (0.136) | 0.138 (0.489) | 0.046 (0.574) | 0.057 (0.661) |
El Paso (ref cat. = Cameron County) | 10.34 (0.000) | 0.281 (0.122) | 0.331 (0.006) |
© 2018 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
Vasquez, G.; Salinas, J.; Molokwu, J.; Shokar, G.; Flores-Luevano, S.; Alomari, A.; Shokar, N.K. Physical Activity in Older Mexican Americans Living in Two Cities on the U.S.-Mexico Border. Int. J. Environ. Res. Public Health 2018, 15, 1820. https://doi.org/10.3390/ijerph15091820
Vasquez G, Salinas J, Molokwu J, Shokar G, Flores-Luevano S, Alomari A, Shokar NK. Physical Activity in Older Mexican Americans Living in Two Cities on the U.S.-Mexico Border. International Journal of Environmental Research and Public Health. 2018; 15(9):1820. https://doi.org/10.3390/ijerph15091820
Chicago/Turabian StyleVasquez, Gerardo, Jennifer Salinas, Jennifer Molokwu, Gurjeet Shokar, Silvia Flores-Luevano, Adam Alomari, and Navkiran K. Shokar. 2018. "Physical Activity in Older Mexican Americans Living in Two Cities on the U.S.-Mexico Border" International Journal of Environmental Research and Public Health 15, no. 9: 1820. https://doi.org/10.3390/ijerph15091820
APA StyleVasquez, G., Salinas, J., Molokwu, J., Shokar, G., Flores-Luevano, S., Alomari, A., & Shokar, N. K. (2018). Physical Activity in Older Mexican Americans Living in Two Cities on the U.S.-Mexico Border. International Journal of Environmental Research and Public Health, 15(9), 1820. https://doi.org/10.3390/ijerph15091820