Skip to main content
Log in

Type 2 Diabetes Self-management Among Spanish-Speaking Hispanic Immigrants

  • Original Paper
  • Published:
Journal of Immigrant and Minority Health Aims and scope Submit manuscript

Abstract

This article describes the quantitative findings of a mixed-methods study that examined the relationship among knowledge, self-efficacy, health promoting behaviors, and type 2 diabetes self-management among recent Spanish-speaking, limited English proficient immigrants to the US. This population is at risk for both a higher incidence of disease and increased barriers to successful disease management compared to the general US population. Distinguishing aspects of this study compared to the available literature are the comprehensive nature of the data collected, the theoretical component, and the analysis and modeling approach. Social cognitive theory provides the framework for the study design and analysis. An innovative community-based recruiting strategy was used, a broad range of physiological measures related to health were observed, and instruments related to knowledge, self-efficacy, and healthy lifestyle behaviors were administered orally in Spanish to 30 participants. A broad range of statistical analysis methods was applied to the data, including a set of three structural equation models. The study results are consistent with the importance of education, health knowledge, and healthy lifestyle practices for type 2 diabetes self-management. With the usual cautions associated with applying structural equation modeling to modest sample sizes, multiple elements of the posited theoretical model were consistent with the data collected. The results of the investigation of this under-studied population indicate that, on average, participants were not effectively managing their disease. The results suggest that clinical interventions focused on improving knowledge, nutrition, and physical activity, reducing stress, and leveraging the importance of interpersonal relations could be effective intervention strategies to improve self-management among this population.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. International Diabetes Federation. IDF diabetes atlas. 6th ed. 2013. http://www.idf.org/sites/default/files/DA6_Regional_factsheets_0.pdf. Accessed Apr 2015.

  2. Office of Minority Health and Health Disparities. Fact sheet: Hispanic or Latino populations. 2014. http://www.cdc.gov/minorityhealth/populations/REMP/hispanic.html. Accessed Apr 2015.

  3. Creatore MI, Moineddin R, Booth G, Manuel DH, DesMeules M, McDermott S, Glazier RH. Age- and sex-related prevalence of diabetes mellitus among immigrants to Ontario, Canada. CMAJ. 2010;182(8):781–9.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Ujcic-Voortman JK, Schram MT, Jacobs-van der Bruggen MA, Verhoeff AP, Baan CA. Diabetes prevalence and risk factors among ethnic minorities. Eur J Public Health. 2009;19(5):511–5.

    Article  PubMed  Google Scholar 

  5. Plockinger U, Topuz M, Langer M, Reuter T. Problems of diabetes management in the immigrant population in Germany. Diabetes Res Clin Pract. 2010;87(1):77–86.

    Article  CAS  PubMed  Google Scholar 

  6. Centers for Disease Control and Prevention. National diabetes statistics report: estimates of diabetes and its burden in the United States. Atlanta, GA.: U.S. Department of Health and Human Services, Editor; 2014. http://www.cdc.gov/diabetes/pubs/statsreport14/national-diabetes-report-web.pdf. Accessed Apr 2015.

  7. Schneiderman N, Llabre M, Cowie CC, Barnhart J, Carnethon M, Gallo LC, Avilés-Santa ML. Prevalence of diabetes among Hispanics/Latinos from diverse backgrounds: the Hispanic community health study/study of Latinos (HCHS/SOL). Diabetes Care. 2014;37(8):2233–9.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Umpierrez GE, Gonzalez A, Umpierrez D, Pimentel D. Diabetes mellitus in the Hispanic/Latino Population: an increasing health care challenge in the United States. Am J Med Sci. 2007;334(4):274–82.

    Article  PubMed  Google Scholar 

  9. Ding H, Hargraves L. Stress-associated poor health among adult immigrants with a language barrier in the United States. J Immigr Minor Health. 2009;11(6):446–52.

    Article  PubMed  Google Scholar 

  10. Vega WA, Rodriguez MA, Gruskin E. Health disparities in the Latino population. Epidemiol Rev. 2009;31(1):99–112.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Hakimzadeh S, Cohn D. English usage among Hispanics in the United States. Washington DC: Pew Hispanic Center; 2007. http://www.pewhispanic.org/2007/11/29/english-usage-among-hispanics-in-the-united-states/. Accessed Apr 2015.

  12. U.S. Census Bureau. State and county quickfacts—North Carolina. Profile of general population and housing characteristics: 2010 summary file 1, table PCT 11. Demographic profile data. 2010. http://factfinder2.census.gov/faces/tableservices/jsf/pages/productview.xhtml?src=bkmk. Accessed Apr 2015.

  13. Vaccaro J, Feaster D, Lobar S, Baum M, Magnus M, Huffman F. Medical advice and diabetes self-management reported by Mexican-American, Black- and White-non-Hispanic adults across the United States. BMC Public Health. 2012;12(1):185.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Pew Hispanic Center. Statistical profiles of the Hispanic and Foreign-Born Populations in the U.S. 2010. http://pewhispanic.org/reports/report.php?ReportID=120. Accessed Aug 2015.

  15. Pleis JR, Lucas JW, Ward BW. Summary health statistics for U.S. adults: National Health Interview Survey, 2008. National Center for Health Statistics. 2009;10(242):158. http://www.cdc.gov/nchs/data/series/sr_10/sr10_242.pdf. Accessed Aug 2015.

  16. Rustveld L, Pavlik V, Jibaja-Weiss M, Kline K, Gossey JT, Volk R. Adherence to diabetes self-care behaviors in English- and Spanish-speaking Hispanic men. Patient Prefer Adherence. 2009;3:123–30.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Wallace AS, Seligman HK, Davis TC, et al. Literacy-appropriate educational materials and brief counseling improve diabetes self-management. Patient Educ Couns. 2009;75(3):328–33.

    Article  PubMed  PubMed Central  Google Scholar 

  18. McCleary-Jones V. Health literacy and its association with diabetes knowledge, self-efficacy and disease self-management among African Americans with diabetes mellitus. ABNF J. 2011;22(2):25–32.

    PubMed  Google Scholar 

  19. Cavanaugh K, Huizinga MM, Wallston KA, et al. Association of numeracy and diabetes control. Ann Intern Med. 2008;148(10):737–46.

    Article  PubMed  Google Scholar 

  20. Paasche-Orlow M, Parker R, Gazmararian J, Nielsen-Bohlman L, Rudd R. The prevalence of limited health literacy. J Gen Intern Med. 2005;20(2):175–84.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Nam S, et al. Barriers to diabetes management: patient and provider factors. Diabetes Res Clin Pract. 2011;93(1):1–9.

    Article  PubMed  Google Scholar 

  22. Sarkar U, Fisher L, Schillinger D. Is self-efficacy associated with diabetes self-management across race/ethnicity and health literacy? Diabetes Care. 2006;29(4):823–9.

    Article  PubMed  Google Scholar 

  23. Sudore RL, Landefeld CS, Perez-Stable EJ, Bibbins-Domingo K, Williams BA, Schillinger D. Unraveling the relationship between literacy, language proficiency, and patient-physician communication. Patient Educ Couns. 2009;75(3):398–402.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Bandura A. Self-efficacy: toward a unifying theory of behavioral change. Psychol Rev. 1977;84(2):191–215.

    Article  CAS  PubMed  Google Scholar 

  25. Wen LK, Shepherd MD, Parchman ML. Family support, diet, and exercise among older Mexican Americans with type 2 diabetes. Diabetes Educ. 2004;30(6):980–93.

    Article  PubMed  Google Scholar 

  26. Pew Charitable Trust. Statistical portrait of Hispanics in the United States, 2008. 2010. http://pewhispanic.org/factsheets/factsheet.php?FactsheetID=58. Accessed Aug 2015.

  27. White RO, Wolff K, Cavanaugh KL, Rothman R. Addressing health literacy and numeracy to improve diabetes education and care. Diabetes Spectr. 2010;23(4):238–43.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Ershow AG. Environmental influences on development of type 2 diabetes and obesity: challenges in personalizing prevention and management. J Diabetes Sci Technol. 2009;3(4):727–34.

    Article  PubMed  PubMed Central  Google Scholar 

  29. DeWalt DA, et al. Comparison of a one-time educational intervention to a teach-to-goal educational intervention for self-management of heart failure: design of a randomized controlled trial. BMC Health Serv Res. 2009;9:99.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Peeters GG, Brown WJ, Burton NW. Psychosocial factors associated with increased physical activity in insufficiently active adults with arthritis. J Sci Med Sport. 2015;18(5):558–64.

    Article  PubMed  Google Scholar 

  31. Riegel B, Moser DK, Anker SD, et al. State of the science: promoting self-care in persons with heart failure: a scientific statement from the American Heart Association. Circulation. 2009;120(12):1141–63.

    Article  PubMed  Google Scholar 

  32. Basen-Engquist K, Carmack CL, Li Y, et al. Social-cognitive theory predictors of exercise behavior in endometrial cancer survivors. Health Psychol. 2013;32(11):1137–48.

    Article  PubMed  PubMed Central  Google Scholar 

  33. Abdoli S, Ashktorab T, Ahmadi F, Parvizy S, Dunning T. Religion, faith and the empowerment process: stories of Iranian people with diabetes. Int J Nurs Pract. 2011;17(3):289–98.

    Article  PubMed  Google Scholar 

  34. Gorard S. Research design, as independent of methods. In: Tashakkori A, Teddlie C, editors. SAGE handbook of mixed methods in social and behavioral research. Los Angeles: SAGE; 2010. p. 237–51.

    Chapter  Google Scholar 

  35. Morse J. Procedures and practice of mixed method design. Maintaining control, rigor, and complexity. In: Tashakkori A, Teddlie C, editors. Handbook of mixed methods in social and behavioral research. 2nd ed. Thousand Oaks, CA: Sage Publications; 2010. p. 339–77.

    Chapter  Google Scholar 

  36. Marin G, Sabogal F, Marın BV, Otero-Sabogal R, Perez-Stable EJ. Development of a short acculturation scale for Hispanics. Hisp J Behav Sci. 1987;9:183–205.

    Article  Google Scholar 

  37. Kvale S, Brinkman S. Interviews: learning the craft of qualitative research interviewing. 2nd ed. Thousand Oaks: Sage; 2008.

    Google Scholar 

  38. Ashwell M, Gunn P, Gibson S. Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: systematic review and meta-analysis. Obes Rev. 2012;13(3):275–86.

    Article  CAS  PubMed  Google Scholar 

  39. Lee SY, Bender DE, Ruiz RE, Cho YI. Development of an easy-to-use Spanish health literacy test. Health Serv Res. 2006;41:1392–412.

    PubMed  PubMed Central  Google Scholar 

  40. Garcia A, Villagomez E, Brown S, Kouzekanani K, Hanis C. The Starr County Diabetes Education Study: development of the Spanish-language diabetes knowledge questionnaire. Diabetes Care. 2001;24(1):16–21.

    Article  CAS  PubMed  Google Scholar 

  41. Lorig KR, Ritter PL, Jacquez A. Outcomes of border health Spanish/English chronic disease self-management programs. Diabetes Educ. 2005;31(3):401–9.

    Article  PubMed  Google Scholar 

  42. Everett B, Salamonson Y, Davidson PM. Bandura’s exercise self-efficacy scale: validation in an Australian cardiac rehabilitation setting. Int J Nurs Stud. 2009;46(6):824–9.

    Article  PubMed  Google Scholar 

  43. Glynn S, Ruderman A. The development and validation of an eating self-efficacy scale. Cognit Ther Res. 1986;10(4):403–20.

    Article  Google Scholar 

  44. Walker SN, Kerr MJ, Pender NJ, Sechrist KR. A Spanish language version of the health-promoting lifestyle profile. Nurs Res. 1990;39(5):268–73.

    Article  CAS  PubMed  Google Scholar 

  45. Centers for Disease Control and Prevention. National health and nutrition examination survey: anthropometry procedures manual. 2007.

  46. Ashwell M. Charts based on body mass index and waist-to-height ratio to assess the health risks of obesity: A review. Open Obes J. 2011;3:78–84.

    Article  Google Scholar 

  47. Ostchega Y, Dillon C, Carroll M, Prineas RJ, McDowell M. US demographic trends in mid-arm circumference and recommended blood pressure cuffs: 1988–2002. J Hum Hypertens. 2005;19(11):885–91.

    Article  CAS  PubMed  Google Scholar 

  48. Bode BW, Irvin BR, Pierce JA, Allen M, Clark AL. Advances in hemoglobin A1c point of care technology. J Diabetes Sci Technol. 2007;1(3):405–11.

    Article  PubMed  PubMed Central  Google Scholar 

  49. Durnin JVGA, Womersley J. Body fat assessed from total body density and its estimation from skinfold thickness: measurements on 481 men and women aged from 16 to 72 years. Br J Nutr. 1974;32:77–97.

  50. BetaTechnology. Lange skinfold caliper: operators manual caliper. 2008. http://www.beta-technology.com/documents/caliper/080514%20Caliper%20Manual.pdf. Accessed Apr 2015.

  51. Lorig KR, Holman HR. Self-management education: history, definition, outcomes, and mechanisms. Ann Behav Med. 2003;26(1):1–7.

    Article  PubMed  Google Scholar 

  52. Bandura A. Guide for constructing self-efficacy scales. In: Pajares F, Urdan TC, editors. Self-efficacy beliefs of adolescents charlotte. NC: Information Age Publishing; 2006. p. 307–37.

    Google Scholar 

  53. IBM SPSS Statistics for Windows. Version 19.0. Armonk, NY: IBM Corp; 2010.

  54. Bentler PM. Structural equation modeling with small samples: test statistics. Multivar Behav Res. 1999;34(2):181–97.

    Article  CAS  Google Scholar 

  55. American Diabetes Association. Standards of medical care in diabetes—2014. Diabetes Care. 2014;37(Supplement 1):S14–80.

    Article  Google Scholar 

  56. Schreiber JB, et al. Reporting structural equation modeling and confirmatory factor analysis results: a review. J Educ Res. 2006;99(6):323–38.

    Article  Google Scholar 

  57. Suhr D. The basics of structural equation modeling. University of North Colorado; 2006. http://www.lexjansen.com/wuss/2006/tutorials/TUT-Suhr.pdf. Accessed Aug 2015.

  58. Iacobucci D. Structural equations modeling: fit indices, sample size, and advanced topics. J Consum Psychol. 2010;20(1):90–8.

    Article  Google Scholar 

  59. Wolf EJ, et al. Sample size requirements for structural equation models: an evaluation of power, bias, and solution propriety. Educ Psychol Meas. 2013;76(6):913–34.

    Article  PubMed  PubMed Central  Google Scholar 

  60. Bagozzi RP. On the evaluation of structural equation models. JAMS. 1988;16(1):74–94.

    Article  Google Scholar 

  61. The Division of Statistics + Scientific Computation The University of Texas at Austin. Structural equation modeling using AMOS: an introduction. 2012. https://stat.utexas.edu/images/SSC/Site/AMOS_Tutorial.pdf. Accessed Apr 2015.

  62. Hair JF. An assessment of the use of partial least squares structural equation modeling in marketing research. JAMS. 2012;40(3):414–33.

    Article  Google Scholar 

  63. Grace JB, Bollen KA. Interpreting the results from multiple regression and structural equation models. Bull Ecol Soc Am. 2005;86(4):283–95.

    Article  Google Scholar 

  64. Sideridis G, et al. Using structural equation modeling to assess functional connectivity in the brain: power and sample size considerations. Educ Psychol Meas. 2014;74(5):733–58.

    Article  PubMed  PubMed Central  Google Scholar 

  65. Barton D. Literacy: an introduction to the ecology of written language Malden. MA: Wiley; 2007.

    Google Scholar 

  66. Osborn CY, Cavanaugh K, Wallston KA, Rothman RL. Self-efficacy links health literacy and numeracy to glycemic control. J Health Commun. 2010;15(Suppl 2):146–58.

    Article  PubMed  PubMed Central  Google Scholar 

  67. Evenson KR, et al. Personal, social, and environmental correlates of physical activity in North Carolina Latina immigrants. Am J Prev Med. 2003;25(3 Suppl 1):77–85.

    Article  PubMed  Google Scholar 

  68. Larsen BA, et al. Physical activity in Latinas: social and environmental influences. Womens health (Lond Engl). 2013;9(2):201–10. doi:10.2217/whe.13.9.

    Article  CAS  Google Scholar 

  69. White RO, et al. Development and validation of a Spanish diabetes-specific numeracy measure: DNT-15 Latino. Diabetes Technol Ther. 2011;13(9):893–8.

    Article  PubMed  PubMed Central  Google Scholar 

  70. White RO, et al. Health literacy, physician trust, and diabetes-related self-care activities in Hispanics with limited resources. J Health Care Poor Underserved. 2013;24(4):1756–68.

    Article  PubMed  PubMed Central  Google Scholar 

  71. Latham CL, Calvillo E. Predictors of diabetes outcomes in Mexico: testing the Hispanic health protection model. J Transcult Nurs. 2013;24(3):271–81.

    Article  PubMed  Google Scholar 

  72. Gerber BS, et al. Implementation and evaluation of a low-literacy diabetes education computer multimedia application. Diabetes Care. 2005;28(7):1574–80.

    Article  PubMed  Google Scholar 

  73. Compean Ortiz, LG, et al., Self-care behaviors and glycemic control in low-income adults in Mexico with type 2 diabetes mellitus may have implications for patients of Mexican heritage living in the United States. Clin Nurs Res. 2015. doi:10.1177/1054773815586542.

    PubMed  Google Scholar 

  74. Wallace LS, et al. Use of theory in low-literacy intervention research from 1980 to 2009. Am J Health Behav. 2012;36(2):145–52.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This study was supported by grants from the Academy of Medical-Surgical Nurses, North Carolina Nurses Association—Triangle Region, and Sigma Theta Tau—Alpha Alpha Chapter. The UNC School of Nursing Bio-behavioral Laboratory and the Family Partners provided equipment for the physiological measures.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cheryl A. Smith-Miller.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Smith-Miller, C.A., Berry, D.C., DeWalt, D. et al. Type 2 Diabetes Self-management Among Spanish-Speaking Hispanic Immigrants. J Immigrant Minority Health 18, 1392–1403 (2016). https://doi.org/10.1007/s10903-015-0271-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10903-015-0271-4

Keywords

Navigation