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Published in: BMC Cancer 1/2022

Open Access 01-12-2022 | Colorectal Cancer | Research

Mediators of screening uptake in a colorectal cancer screening intervention among Hispanics

Authors: Navkiran K. Shokar, Jennifer Salinas, Alok Dwivedi

Published in: BMC Cancer | Issue 1/2022

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Abstract

Background

Colorectal cancer (CRC) is the second leading cause of cancer deaths in the USA. Although a number of CRC screening tests have been established as being effective for CRC prevention and early detection, rates of CRC screening test completion in the US population remain suboptimal, especially among the uninsured, recent immigrants and Hispanics. In this study, we used a structural equation modelling approach to identify factors influencing screening test completion in a successful CRC screening program that was implemented in an uninsured Hispanic population. This information will enhance our understanding of influences on CRC screening among historically underscreened populations.

Methods

We used generalized structural equation models (SEM) utilizing participant reported information collected through a series of surveys. We identified direct and indirect pathways through which cofactors, CRC knowledge and individual Health Belief Model constructs (perceived benefits, barriers, susceptibility, fatalism and self-efficacy) and a latent psychosocial health construct mediated screening in an effective prospective randomized CRC screening intervention that was tailored for uninsured Hispanic Americans.

Results

Seven hundred twenty-three participants were eligible for inclusion; mean age was 56 years, 79.7% were female, and 98.9% were Hispanic. The total intervention effect was comparable in both models, with both having a direct and indirect effect on screening completion (n = 715, Model 1: RC = 2.46 [95% CI: 2.20, 2.71, p < 0.001]; n = 699, Model 2 RC =2.45, [95% CI: 2.18, 2.72, p < 0.001]. In Model 1, 32% of the overall effect was mediated by the latent psychosocial health construct (RC = 0.79, p < 0.001) that was in turn mainly influenced by self-efficacy, perceived benefits and fatalism. In Model 2, the most important individual mediators were self-efficacy (RC = 0.24, p = 0.013), and fatalism (RC = 0.07, p = 0.033).

Conclusion

This study contributes to our understanding of mediators of CRC screening and suggests that targeting self-efficacy, perceived benefits and fatalism could maximize the effectiveness of CRC screening interventions particularly in Hispanic populations.
Literature
2.
3.
go back to reference Navarro M, Nicolas A, Ferrandez A, Lanas A. Colorectal cancer population screening programs worldwide in 2016: An update. World J Gastroenterol. 2017;23(20):3632–42.PubMedPubMedCentralCrossRef Navarro M, Nicolas A, Ferrandez A, Lanas A. Colorectal cancer population screening programs worldwide in 2016: An update. World J Gastroenterol. 2017;23(20):3632–42.PubMedPubMedCentralCrossRef
4.
go back to reference Rees CJ, Bevan R. The National Health Service Bowel Cancer Screening Program: the early years. Expert Rev Gastroenterol Hepatol. 2013;7(5):421–37.PubMedCrossRef Rees CJ, Bevan R. The National Health Service Bowel Cancer Screening Program: the early years. Expert Rev Gastroenterol Hepatol. 2013;7(5):421–37.PubMedCrossRef
5.
go back to reference US Preventive Services Task Force, Bibbins-Domingo K, Grossman DC, Curry SJ, Davidson KW, Epling JW, et al. Screening for Colorectal Cancer: US Preventive Services Task Force Recommendation Statement. JAMA. 2016;315(23):2564–75.CrossRef US Preventive Services Task Force, Bibbins-Domingo K, Grossman DC, Curry SJ, Davidson KW, Epling JW, et al. Screening for Colorectal Cancer: US Preventive Services Task Force Recommendation Statement. JAMA. 2016;315(23):2564–75.CrossRef
6.
go back to reference White A, Thompson TD, White MC, Sabatino SA, de Moor J, Doria-Rose PV, et al. Cancer Screening Test Use - United States, 2015. MMWR Morb Mortal Wkly Rep. 2017;66(8):201–6.PubMedPubMedCentralCrossRef White A, Thompson TD, White MC, Sabatino SA, de Moor J, Doria-Rose PV, et al. Cancer Screening Test Use - United States, 2015. MMWR Morb Mortal Wkly Rep. 2017;66(8):201–6.PubMedPubMedCentralCrossRef
7.
go back to reference Blumenthal DS, Fort JG, Ahmed NU, Semenya KA, Schreiber GB, Perry S, et al. Impact of a two-city community cancer prevention intervention on African Americans. J Natl Med Assoc. 2005;97(11):1479–88.PubMedPubMedCentral Blumenthal DS, Fort JG, Ahmed NU, Semenya KA, Schreiber GB, Perry S, et al. Impact of a two-city community cancer prevention intervention on African Americans. J Natl Med Assoc. 2005;97(11):1479–88.PubMedPubMedCentral
8.
go back to reference Green BB, Wang C-Y, Anderson ML, Chubak J, Meenan RT, Vernon SW, et al. An automated intervention with stepped increases in support to increase uptake of colorectal cancer screening: a randomized trial. Ann Intern Med. 2013;158(5 Pt 1):301–11.PubMedPubMedCentralCrossRef Green BB, Wang C-Y, Anderson ML, Chubak J, Meenan RT, Vernon SW, et al. An automated intervention with stepped increases in support to increase uptake of colorectal cancer screening: a randomized trial. Ann Intern Med. 2013;158(5 Pt 1):301–11.PubMedPubMedCentralCrossRef
9.
go back to reference Maxwell AE, Bastani R, Crespi CM, Danao LL, Cayetano RT. Behavioral mediators of colorectal cancer screening in a randomized controlled intervention trial. Prev Med. 2011;52(2):167–73.PubMedCrossRef Maxwell AE, Bastani R, Crespi CM, Danao LL, Cayetano RT. Behavioral mediators of colorectal cancer screening in a randomized controlled intervention trial. Prev Med. 2011;52(2):167–73.PubMedCrossRef
10.
go back to reference Jerant A, Kravitz RL, Sohler N, Fiscella K, Romero RL, Parnes B, et al. Sociopsychological tailoring to address colorectal cancer screening disparities: a randomized controlled trial. Ann Fam Med. 2014;12(3):204–14.PubMedPubMedCentralCrossRef Jerant A, Kravitz RL, Sohler N, Fiscella K, Romero RL, Parnes B, et al. Sociopsychological tailoring to address colorectal cancer screening disparities: a randomized controlled trial. Ann Fam Med. 2014;12(3):204–14.PubMedPubMedCentralCrossRef
11.
go back to reference Davis SN, Christy SM, Chavarria EA, Abdulla R, Sutton SK, Schmidt AR, et al. A randomized controlled trial of a multicomponent, targeted, low-literacy educational intervention compared with a nontargeted intervention to boost colorectal cancer screening with fecal immunochemical testing in community clinics. Cancer. 2017;123(8):1390–400.PubMedCrossRef Davis SN, Christy SM, Chavarria EA, Abdulla R, Sutton SK, Schmidt AR, et al. A randomized controlled trial of a multicomponent, targeted, low-literacy educational intervention compared with a nontargeted intervention to boost colorectal cancer screening with fecal immunochemical testing in community clinics. Cancer. 2017;123(8):1390–400.PubMedCrossRef
12.
go back to reference Tu S-P, Taylor V, Yasui Y, Chun A, Yip M-P, Acorda E, et al. Promoting culturally appropriate colorectal cancer screening through a health educator: a randomized controlled trial. Cancer. 2006;107(5):959–66.PubMedCrossRef Tu S-P, Taylor V, Yasui Y, Chun A, Yip M-P, Acorda E, et al. Promoting culturally appropriate colorectal cancer screening through a health educator: a randomized controlled trial. Cancer. 2006;107(5):959–66.PubMedCrossRef
14.
go back to reference Murphy CC, Vernon SW, Haddock NM, Anderson ML, Chubak J, Green BB. Longitudinal predictors of colorectal cancer screening among participants in a randomized controlled trial. Prev Med. 2014;66:123–30.PubMedPubMedCentralCrossRef Murphy CC, Vernon SW, Haddock NM, Anderson ML, Chubak J, Green BB. Longitudinal predictors of colorectal cancer screening among participants in a randomized controlled trial. Prev Med. 2014;66:123–30.PubMedPubMedCentralCrossRef
15.
go back to reference Shokar NK, Byrd T, Salaiz R, Flores S, Chaparro M, Calderon-Mora J, et al. 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;91:273–80.PubMedCrossRef Shokar NK, Byrd T, Salaiz R, Flores S, Chaparro M, Calderon-Mora J, et al. 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;91:273–80.PubMedCrossRef
16.
go back to reference Molokwu JC, Shokar N, Dwivedi A. Impact of Targeted Education on Colorectal Cancer Screening Knowledge and Psychosocial Attitudes in a Predominantly Hispanic Population. Fam Community Health. 2017;40(4):298–305.PubMedCrossRef Molokwu JC, Shokar N, Dwivedi A. Impact of Targeted Education on Colorectal Cancer Screening Knowledge and Psychosocial Attitudes in a Predominantly Hispanic Population. Fam Community Health. 2017;40(4):298–305.PubMedCrossRef
17.
go back to reference Shokar NK, Byrd T, Lairson DR, Salaiz R, Kim J, Calderon-Mora J, et al. Against Colorectal Cancer in Our Neighborhoods, a Community-Based Colorectal Cancer Screening Program Targeting Low-Income Hispanics: Program Development and Costs. Health Promot Pract. 2015;16(5):656–66.PubMedCrossRef Shokar NK, Byrd T, Lairson DR, Salaiz R, Kim J, Calderon-Mora J, et al. Against Colorectal Cancer in Our Neighborhoods, a Community-Based Colorectal Cancer Screening Program Targeting Low-Income Hispanics: Program Development and Costs. Health Promot Pract. 2015;16(5):656–66.PubMedCrossRef
18.
go back to reference Janz NK, Champion VL, Strecher V. The Health Belief Model. 3rd ed. San Francisco: Jossey-Bass; 2002. Janz NK, Champion VL, Strecher V. The Health Belief Model. 3rd ed. San Francisco: Jossey-Bass; 2002.
19.
go back to reference Beydoun HA, Beydoun MA. Predictors of colorectal cancer screening behaviors among average-risk older adults in the United States. Cancer Causes Control CCC. 2008;19(4):339–59.PubMedCrossRef Beydoun HA, Beydoun MA. Predictors of colorectal cancer screening behaviors among average-risk older adults in the United States. Cancer Causes Control CCC. 2008;19(4):339–59.PubMedCrossRef
20.
go back to reference Gimeno García AZ. Factors influencing colorectal cancer screening participation. Gastroenterol Res Pract. 2012;2012:483417.PubMedCrossRef Gimeno García AZ. Factors influencing colorectal cancer screening participation. Gastroenterol Res Pract. 2012;2012:483417.PubMedCrossRef
21.
go back to reference McLachlan S-A, Clements A, Austoker J. Patients’ experiences and reported barriers to colonoscopy in the screening context--a systematic review of the literature. Patient Educ Couns. 2012;86(2):137–46.PubMedCrossRef McLachlan S-A, Clements A, Austoker J. Patients’ experiences and reported barriers to colonoscopy in the screening context--a systematic review of the literature. Patient Educ Couns. 2012;86(2):137–46.PubMedCrossRef
22.
go back to reference McCaffery K, Wardle J, Waller J. Knowledge, attitudes, and behavioral intentions in relation to the early detection of colorectal cancer in the United Kingdom. Prev Med. 2003;36(5):525–35.PubMedCrossRef McCaffery K, Wardle J, Waller J. Knowledge, attitudes, and behavioral intentions in relation to the early detection of colorectal cancer in the United Kingdom. Prev Med. 2003;36(5):525–35.PubMedCrossRef
24.
go back to reference Whitlock EP, Lin JS, Liles E, Beil TL, Fu R. Screening for colorectal cancer: a targeted, updated systematic review for the U.S. Preventive Services Task Force. Ann Intern Med. 2008;149(9):638–58.PubMedCrossRef Whitlock EP, Lin JS, Liles E, Beil TL, Fu R. Screening for colorectal cancer: a targeted, updated systematic review for the U.S. Preventive Services Task Force. Ann Intern Med. 2008;149(9):638–58.PubMedCrossRef
25.
go back to reference Shokar NK, Carlson CA, Weller SC. Factors associated with racial/ethnic differences in colorectal cancer screening. J Am Board Fam Med JABFM. 2008;21(5):414–26.PubMedCrossRef Shokar NK, Carlson CA, Weller SC. Factors associated with racial/ethnic differences in colorectal cancer screening. J Am Board Fam Med JABFM. 2008;21(5):414–26.PubMedCrossRef
26.
go back to reference Powe BD. Cancer fatalism among African-Americans: a review of the literature. Nurs Outlook. 1996;44(1):18–21.PubMedCrossRef Powe BD. Cancer fatalism among African-Americans: a review of the literature. Nurs Outlook. 1996;44(1):18–21.PubMedCrossRef
27.
go back to reference de Los E, Monteros K, Gallo LC. The relevance of fatalism in the study of Latinas’ cancer screening behavior: a systematic review of the literature. Int J Behav Med. 2011;18(4):310–8.CrossRef de Los E, Monteros K, Gallo LC. The relevance of fatalism in the study of Latinas’ cancer screening behavior: a systematic review of the literature. Int J Behav Med. 2011;18(4):310–8.CrossRef
28.
go back to reference Powe BD. Cancer fatalism among elderly Caucasians and African Americans. Oncol Nurs Forum. 1995;22(9):1355–9.PubMed Powe BD. Cancer fatalism among elderly Caucasians and African Americans. Oncol Nurs Forum. 1995;22(9):1355–9.PubMed
29.
go back to reference McQueen A, Tiro JA, Vernon SW. Construct validity and invariance of four factors associated with colorectal cancer screening across gender, race, and prior screening. Cancer Epidemiol Biomark Prev Publ Am Assoc Cancer Res Cosponsored Am Soc Prev Oncol. 2008;17(9):2231–7.CrossRef McQueen A, Tiro JA, Vernon SW. Construct validity and invariance of four factors associated with colorectal cancer screening across gender, race, and prior screening. Cancer Epidemiol Biomark Prev Publ Am Assoc Cancer Res Cosponsored Am Soc Prev Oncol. 2008;17(9):2231–7.CrossRef
31.
go back to reference Iranagh JA, Rahman HA, Motalebi SA. Health Blief Model-based intervention to improve nutritional behavior among elderly women. Nutr Res Pract. 2016;10(3):352–8.PubMedPubMedCentralCrossRef Iranagh JA, Rahman HA, Motalebi SA. Health Blief Model-based intervention to improve nutritional behavior among elderly women. Nutr Res Pract. 2016;10(3):352–8.PubMedPubMedCentralCrossRef
32.
go back to reference Huang H-T, Kuo Y-M, Wang S-R, Wang C-F, Tsai C-H. Structural Factors Affecting Health Examination Behavioral Intention. Int J Environ Res Public Health. 2016;13(4):395.PubMedPubMedCentralCrossRef Huang H-T, Kuo Y-M, Wang S-R, Wang C-F, Tsai C-H. Structural Factors Affecting Health Examination Behavioral Intention. Int J Environ Res Public Health. 2016;13(4):395.PubMedPubMedCentralCrossRef
35.
go back to reference Schumacker RE, Lomax RG. A beginner’s guide to structural equation modeling. 3rd ed. New York: Routledge/Taylor & Francis Group; 2010. p. 510. A beginner’s guide to structural equation modeling, 3rd ed. Schumacker RE, Lomax RG. A beginner’s guide to structural equation modeling. 3rd ed. New York: Routledge/Taylor & Francis Group; 2010. p. 510. A beginner’s guide to structural equation modeling, 3rd ed.
36.
go back to reference Muthén LK, Muthén BO. How to Use a Monte Carlo Study to Decide on Sample Size and Determine Power. Struct Equ Model Multidiscip J. 2002;9(4):599–620.CrossRef Muthén LK, Muthén BO. How to Use a Monte Carlo Study to Decide on Sample Size and Determine Power. Struct Equ Model Multidiscip J. 2002;9(4):599–620.CrossRef
37.
go back to reference Wolf EJ, Harrington KM, Clark SL, Miller MW. Sample Size Requirements for Structural Equation Models: An Evaluation of Power, Bias, and Solution Propriety. Educ Psychol Meas. 2013;76(6):913–34.PubMedCrossRef Wolf EJ, Harrington KM, Clark SL, Miller MW. Sample Size Requirements for Structural Equation Models: An Evaluation of Power, Bias, and Solution Propriety. Educ Psychol Meas. 2013;76(6):913–34.PubMedCrossRef
39.
go back to reference Menon U, Champion VL, Larkin GN, Zollinger TW, Gerde PM, Vernon SW. Beliefs associated with fecal occult blood test and colonoscopy use at a worksite colon cancer screening program. J Occup Environ Med. 2003;45(8):891–8.PubMedPubMedCentralCrossRef Menon U, Champion VL, Larkin GN, Zollinger TW, Gerde PM, Vernon SW. Beliefs associated with fecal occult blood test and colonoscopy use at a worksite colon cancer screening program. J Occup Environ Med. 2003;45(8):891–8.PubMedPubMedCentralCrossRef
40.
go back to reference McQueen A, Vernon SW, Myers RE, Watts BG, Lee ES, Tilley BC. Correlates and predictors of colorectal cancer screening among male automotive workers. Cancer Epidemiol Biomark Prev Publ Am Assoc Cancer Res Cosponsored Am Soc Prev Oncol. 2007;16(3):500–9.CrossRef McQueen A, Vernon SW, Myers RE, Watts BG, Lee ES, Tilley BC. Correlates and predictors of colorectal cancer screening among male automotive workers. Cancer Epidemiol Biomark Prev Publ Am Assoc Cancer Res Cosponsored Am Soc Prev Oncol. 2007;16(3):500–9.CrossRef
41.
go back to reference Brumbach BH, Birmingham WC, Boonyasiriwat W, Walters S, Kinney AY. Intervention Mediators in a Randomized Controlled Trial to Increase Colonoscopy Uptake Among Individuals at Increased Risk of Familial Colorectal Cancer. Ann Behav Med Publ Soc Behav Med. 2017;51(5):694–706.CrossRef Brumbach BH, Birmingham WC, Boonyasiriwat W, Walters S, Kinney AY. Intervention Mediators in a Randomized Controlled Trial to Increase Colonoscopy Uptake Among Individuals at Increased Risk of Familial Colorectal Cancer. Ann Behav Med Publ Soc Behav Med. 2017;51(5):694–706.CrossRef
42.
go back to reference Jones RM, Woolf SH, Cunningham TD, Johnson RE, Krist AH, Rothemich SF, et al. The relative importance of patient-reported barriers to colorectal cancer screening. Am J Prev Med. 2010;38(5):499–507.PubMedPubMedCentralCrossRef Jones RM, Woolf SH, Cunningham TD, Johnson RE, Krist AH, Rothemich SF, et al. The relative importance of patient-reported barriers to colorectal cancer screening. Am J Prev Med. 2010;38(5):499–507.PubMedPubMedCentralCrossRef
43.
go back to reference Sohler NL, Jerant A, Franks P. Socio-psychological factors in the Expanded Health Belief Model and subsequent colorectal cancer screening. Patient Educ Couns. 2015;98(7):901–7.PubMedPubMedCentralCrossRef Sohler NL, Jerant A, Franks P. Socio-psychological factors in the Expanded Health Belief Model and subsequent colorectal cancer screening. Patient Educ Couns. 2015;98(7):901–7.PubMedPubMedCentralCrossRef
44.
go back to reference Lo SH, Halloran S, Snowball J, Seaman H, Wardle J, von Wagner C. Predictors of repeat participation in the NHS bowel cancer screening programme. Br J Cancer. 2015;112(1):199–206.PubMedCrossRef Lo SH, Halloran S, Snowball J, Seaman H, Wardle J, von Wagner C. Predictors of repeat participation in the NHS bowel cancer screening programme. Br J Cancer. 2015;112(1):199–206.PubMedCrossRef
45.
go back to reference Walsh JME, Salazar R, Nguyen TT, Kaplan C, Nguyen LK, Hwang J, et al. Healthy colon, healthy life: a novel colorectal cancer screening intervention. Am J Prev Med. 2010;39(1):1–14.PubMedPubMedCentralCrossRef Walsh JME, Salazar R, Nguyen TT, Kaplan C, Nguyen LK, Hwang J, et al. Healthy colon, healthy life: a novel colorectal cancer screening intervention. Am J Prev Med. 2010;39(1):1–14.PubMedPubMedCentralCrossRef
46.
go back to reference Tessaro I, Mangone C, Parkar I, Pawar V. Knowledge, barriers, and predictors of colorectal cancer screening in an Appalachian church population. Prev Chronic Dis. 2006;3(4):A123.PubMedPubMedCentral Tessaro I, Mangone C, Parkar I, Pawar V. Knowledge, barriers, and predictors of colorectal cancer screening in an Appalachian church population. Prev Chronic Dis. 2006;3(4):A123.PubMedPubMedCentral
47.
go back to reference Wardle J, Waller J, Brunswick N, Jarvis MJ. Awareness of risk factors for cancer among British adults. Public Health. 2001;115(3):173–4.PubMedCrossRef Wardle J, Waller J, Brunswick N, Jarvis MJ. Awareness of risk factors for cancer among British adults. Public Health. 2001;115(3):173–4.PubMedCrossRef
48.
go back to reference Marcus AC, Mason M, Wolfe P, Rimer BK, Lipkus I, Strecher V, et al. The efficacy of tailored print materials in promoting colorectal cancer screening: results from a randomized trial involving callers to the National Cancer Institute’s Cancer Information Service. J Health Commun. 2005;10(Suppl 1):83–104.PubMedCrossRef Marcus AC, Mason M, Wolfe P, Rimer BK, Lipkus I, Strecher V, et al. The efficacy of tailored print materials in promoting colorectal cancer screening: results from a randomized trial involving callers to the National Cancer Institute’s Cancer Information Service. J Health Commun. 2005;10(Suppl 1):83–104.PubMedCrossRef
49.
go back to reference Strecher V, Champion VL, Rosenstock IM. The health belief model and health behavior. Newy York: Plenum Press; 1997. Strecher V, Champion VL, Rosenstock IM. The health belief model and health behavior. Newy York: Plenum Press; 1997.
50.
go back to reference McQueen A, Swank PR, Vernon SW. Examining patterns of association with defensive information processing about colorectal cancer screening. J Health Psychol. 2014;19(11):1443–58.PubMedCrossRef McQueen A, Swank PR, Vernon SW. Examining patterns of association with defensive information processing about colorectal cancer screening. J Health Psychol. 2014;19(11):1443–58.PubMedCrossRef
Metadata
Title
Mediators of screening uptake in a colorectal cancer screening intervention among Hispanics
Authors
Navkiran K. Shokar
Jennifer Salinas
Alok Dwivedi
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2022
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-021-09092-w

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