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Awan AT, Grigsby TJ, Johansen C, Dai CL, Sharma M. Explaining the Correlates of the Multi-Theory Model (MTM) of Health Behavior Change in Visual (Structural) Colorectal Cancer Screening Examinations. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:98. [PMID: 39857551 PMCID: PMC11765256 DOI: 10.3390/ijerph22010098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 01/10/2025] [Accepted: 01/10/2025] [Indexed: 01/27/2025]
Abstract
Colorectal cancer (CRC) ranks third in terms of global cancer prevalence and is the second most common cause of cancer-related mortality. Although CRC rates are decreasing in the United States, inequalities still exist despite the effectiveness of invasive screening methods, such as colonoscopy, flexible sigmoidoscopy, and computed tomography (CT) colonography in detecting colorectal cancer. Many current interventions promoting CRC screening do not utilize a modern theory-based approach, which has led to the low utilization of these screening methods. This cross-sectional study aims to address the lack of theory-based treatments for promoting visual CRC screening examinations by applying the multi-theory model (MTM) of health behavior change to explicate the health-related factors for individuals to seek visual colorectal cancer screening examinations for CRC screening. A 57-item validated questionnaire assessing MTM constructs and CRC screening was administered online. The survey questionnaire was administered to a sample of 640 adults from the United States. The participants were between the ages of 45 and 75 years. Hierarchical multiple regression was used to assess the relationship between MTM constructs with the initiation and sustenance of CRC screening behaviors. Out of the total participants in this nationwide sample, 71.4% (n = 457) reported that they had undergone a visual CRC screening examination. MTM subscales, specifically participatory dialogue, changes in the physical environment along with age, recommendation for CRC screening from a healthcare provider, and previous experience with colonoscopy, were found to be significant factors in predicting the initiation of visual CRC screening behavior. These factors accounted for 22% of the variation in initiation among this group (R2 = 0.222, F = 3.521, p < 0.001). The MTM can be a valuable framework for designing educational media, information media, social media platforms, and clinical interventions to promote visual colorectal cancer screening examinations.
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Affiliation(s)
- Asma T. Awan
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (T.J.G.); (C.J.); (M.S.)
| | - Timothy J. Grigsby
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (T.J.G.); (C.J.); (M.S.)
| | - Christopher Johansen
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (T.J.G.); (C.J.); (M.S.)
| | - Chia-Liang Dai
- Department of Teaching and Learning, College of Education, University of Nevada, Las Vegas, NV 89102, USA;
| | - Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (T.J.G.); (C.J.); (M.S.)
- Department of Internal Medicine, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89102, USA
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Fisher S, Agénor M. Socioeconomic Inequities in Pap Test Use Among Black Women in the United States: An Intersectional Approach. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02148-0. [PMID: 39207671 DOI: 10.1007/s40615-024-02148-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/16/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION Research investigating racialized inequities in cervical cancer screening has rarely considered the influence of socioeconomic position (SEP), a key social determinant of health that intersects with race/ethnicity and racism. Thus, data on socioeconomic inequities in Pap test use within racialized groups-including Black women, who are at elevated risk of cervical cancer morbidity and mortality-are limited. METHODS Using 2011-2019 data from the National Survey of Family Growth and guided by an intersectional framework, we used multivariable logistic regression to examine the association between educational attainment, employment status, and income and the adjusted odds of Pap test use in the last 3 years among Black U.S. women. RESULTS Compared to Black women with a bachelor's degree or greater, those with less than a high school diploma ([odds ratio] = 0.45; [95% confidence interval] 0.31-0.67) and a high school diploma/GED (0.57; 0.40-0.81) had significantly lower odds of Pap test use, adjusting for sociodemographic factors. Unemployed women had significantly lower adjusted odds of Pap test use compared to employed women (0.67; 0.50-0.89), and women living below 100% of the federal poverty level (FPL) had significantly lower adjusted odds of Pap test use relative to those living at or above 300% FPL (0.63; 0.45-0.88). CONCLUSION Low-SEP Black women had significantly lower adjusted odds of Pap test use relative to their higher SEP counterparts. Interventions that address both racism and economic barriers to care are needed to facilitate access to regular cervical cancer screening among low-SEP Black women.
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Affiliation(s)
- Sydney Fisher
- Undergraduate Public Health Program, Brown University School of Public Health, Providence, RI, USA.
| | - Madina Agénor
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
- Center for Health Promotion and Health Equity, Brown University School of Public Health, Providence, RI, USA
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Kapukotuwa S, Nerida T, Batra K, Sharma M. Utilization of the multi-theory model (MTM) of health behavior change to explain health behaviors: A systematic review. Health Promot Perspect 2024; 14:121-135. [PMID: 39291044 PMCID: PMC11403345 DOI: 10.34172/hpp.42887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/02/2024] [Indexed: 09/19/2024] Open
Abstract
Background The utilization of a theoretical framework is vital in health promotion research, particularly when endeavoring to modify health behaviors. This systematic review aimed at evaluating and synthesizing evidence through studies conducted using the fourth-generation multi-theory model (MTM) of health behavior change for its effectiveness. Methods A comprehensive article search was performed across MEDLINE, CINAHL, and Academic Search Premier. The search focused on studies utilizing MTM from 2016 to December 2023, following the PRISMA guidelines for systemic reviews. Results An initial pool of 7583 articles was narrowed down through screening of titles, abstracts, and full texts. A total of 69 articles met the inclusion criteria. These studies, encompassing a global range of diverse target groups and health behaviors, were categorized as qualitative, cross-sectional, or experimental. The six qualitative studies revealed MTM themes for diverse health behaviors. The fifty-six cross-sectional studies showed MTM constructs effectively predicting behavior change, albeit with varying statistical significance. The seven experiments demonstrated MTM's role in initiating and sustaining change. For the initiation model, operationalized by 49 studies, the mean adjusted R2 was 38.4% (SD=16.4%). For the sustenance model, operationalized by 45 studies, the mean adjusted R2 was 38.9% (SD=15.5%). Conclusion This systematic review corroborates the MTM as a potent framework for understanding, predicting, and facilitating health behavior changes. Its universal applicability and effectiveness underscore the model's potential as a foundational tool in designing future health promotion strategies and interventions aimed at positive and enduring behavior modifications.
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Affiliation(s)
- Sidath Kapukotuwa
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA
| | - Tara Nerida
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA
| | - Kavita Batra
- Office of Research, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
- Department of Medical Education, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
| | - Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA
- Department of Internal Medicine, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
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Sharma M, Johansen C, Fudolig M, Dai CL, Kapukotuwa S, Davalos L, Bonsu L. Theory-based antecedents of breastfeeding among pregnant women in the United States. Health Promot Perspect 2024; 14:70-79. [PMID: 38623350 PMCID: PMC11016141 DOI: 10.34172/hpp.42599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 12/16/2023] [Indexed: 04/17/2024] Open
Abstract
Background Breastfeeding provides several positive health benefits for the newborn child, yet breastfeeding rates remain low in the United States (US). Theory-based approaches have the potential to improve breastfeeding promotion interventions. Hence, the study examined the correlates of intention to breastfeed among US pregnant women based on the multi-theory model (MTM) of health behavior change. Methods Using a cross-sectional design, a 36-item online survey was administered to a nationally representative sample of 315 pregnant women in the US. The instrument was psychometrically validated for face, content, and construct validity by a panel of six experts over two rounds. Further, construct validation was done by confirmatory factor analysis (CFA). Hierarchical regression modeling was employed to explain the intention to start breastfeeding and sustain exclusive breastfeeding for up to six months and with complementary foods for up to 24 months. Results Internal consistency using Cronbach's alpha was found to be acceptable. It was found that behavioral confidence and changes in the physical environment positively affected the initiation of breastfeeding (P<0.01; adjusted R2=0.478). All three constructs of MTM namely practice for change, emotional transformation, and changes in the social environment were significant predictors for the sustenance of breastfeeding at six months (P<0.01; adjusted R2=0.591) and at 24 months (P<0.01; adjusted R2=0.347). Conclusion Based on the findings of this study it is essential for educators and healthcare providers to design MTM-based interventions to promote breastfeeding among pregnant women in the US.
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Affiliation(s)
- Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas (UNLV), NV 89119, USA
- Department of Internal Medicine, Kirk Kerkorian School of Medicine at UNLV, Las Vegas, NV 89106, USA
| | - Christopher Johansen
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas (UNLV), NV 89119, USA
| | - Miguel Fudolig
- Department of Epidemiology and Biostatistics, School of Public Health, University of Nevada, Las Vegas (UNLV), NV 89119, USA
| | - Chia-Liang Dai
- Department of Teaching and Learning, College of Education, University of Nevada, Las Vegas, (UNLV), NV 89119, USA
| | - Sidath Kapukotuwa
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas (UNLV), NV 89119, USA
| | - Liliana Davalos
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas (UNLV), NV 89119, USA
| | - Laurencia Bonsu
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas (UNLV), NV 89119, USA
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Sharma M, Johansen C, Batra R, Dai CL, Kapukotuwa S, Assoumou B, Batra K. Explaining the Correlates of Eating Outside-of-Home Behavior in a Nationally Representative US Sample Using the Multi-Theory Model of Health Behavior Change: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:115. [PMID: 38276809 PMCID: PMC10815807 DOI: 10.3390/ijerph21010115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 01/11/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
Eating outside-of-home (EOH) is one of the main changes in lifestyle that occurred worldwide in the past few decades. Given that EOH behavior is influenced by individual and contextual factors, the utilization of a theory seems to be suitable in analyzing this health behavior. The fourth-generation theory multi-theory model (MTM) is designed exclusively for health behavior change at the individual and community levels. Therefore, the purpose of this analytical cross-sectional study was to investigate EOH behavior by using the MTM among a nationally representative sample in the United States (US). Data for this study were collected from April-May 2023 via a 61-item psychometric valid, web-based, structured survey disseminated via Qualtrics. Chi-square/Fisher's exact tests were used to compare categorical data, whereas the independent-samples t-test was used to compare the mean scores of MTM constructs across groups. Pearson correlation analysis was performed for the intercorrelation matrix between the MTM constructs and hierarchical regression models were built to predict the variance in the initiation and sustenance by certain predictor variables beyond demographic characteristics. The p values in the multiple comparisons were calculated by using adjusted residuals. Among a total of 532 survey respondents, 397 (74.6%) indicated being engaged in EOH at least twice a week, whereas 135 (25.4%) reported not being engaged in EOH. People who were engaged in EOH were younger (mean age = 42.25 ± 17.78 years vs. 55.89 ± 19.43 years) African American, (15.9% vs. 6.7%, p = 0.01), single or never married, (34.0% vs. 23.0%, p = 0.02), had a graduate degree (9.6% vs. 3.7%, p = 0.03), and were employed (72.0% vs. 34.8%, p < 0.001) as opposed to those who reported not being engaged in eating outside the home. Among the MTM constructs of initiation, "behavioral confidence" and "changes in the physical environment" were the significant predictors of initiating a reduction in EOH behavior and explained 48% of the variance in initiation. Among the MTM constructs of sustenance, "emotional transformation" and "changes in the social environment" were the significant predictors of sustaining a reduction in EOH behavior and explained 50% of the variance in sustenance. This study highlights a need to design MTM-based educational interventions that promote in-home eating instead of frequent EOH for health, family bonding, economic, and other reasons.
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Affiliation(s)
- Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (M.S.); (C.J.); (S.K.)
- Department of Internal Medicine, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
| | - Christopher Johansen
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (M.S.); (C.J.); (S.K.)
| | - Ravi Batra
- Department of Environmental and Occupational Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA;
| | - Chia-Liang Dai
- Department of Teaching and Learning, College of Education, University of Nevada, Las Vegas, NV 89154, USA;
| | - Sidath Kapukotuwa
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA; (M.S.); (C.J.); (S.K.)
| | - Bertille Assoumou
- Department of Surgery, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
| | - Kavita Batra
- Office of Research, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
- Department of Medical Education, Kirk Kerkorian School of Medicine at UNLV, University of Nevada, Las Vegas, NV 89102, USA
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Toptaş Acar B, Aksu H. The effect of online training and counseling on women's attitudes and anxiety toward gynecological examination: A randomized controlled study. Health Care Women Int 2023; 45:748-764. [PMID: 38085981 DOI: 10.1080/07399332.2023.2291437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 12/01/2023] [Indexed: 06/04/2024]
Abstract
Gynecological examination has an very place among to maintain women's health. Negative attitudes and anxiety about gynecological examination may affect coming to the examination. In this study, we aimed to determine the effect of online training and counseling on women's attitudes and anxiety toward the gynecological examination. We randomized 100 women participating in the study into experimental and control groups. We concluded that online training and counseling had a positive effect on the attitudes of women in the experimental group toward gynecological examination. Also we determined that online training and counseling reduced women's state anxiety toward gynecological examinations.
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Affiliation(s)
- Belma Toptaş Acar
- Faculty of Nursing, Department of Obstetrics-Gynecology and Diseases Nursing, Aydın Adnan Menderes University, Aydin, Turkey
| | - Hilmiye Aksu
- Faculty of Nursing, Department of Obstetrics-Gynecology and Diseases Nursing, Aydın Adnan Menderes University, Aydin, Turkey
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Mercado KE, Badiner NM, Wang C, Denham L, Unternaehrer JJ, Hong LJ, Ioffe YJ. Racial and Ethnic Disparities in Gynecologic Carcinosarcoma: A Single-Institution Experience. Cancers (Basel) 2023; 15:4690. [PMID: 37835384 PMCID: PMC10571738 DOI: 10.3390/cancers15194690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/13/2023] [Accepted: 09/20/2023] [Indexed: 10/15/2023] Open
Abstract
We aimed to determine the incidence, treatment regimen, and treatment outcomes (including progression-free survival and overall survival) of gynecologic carcinosarcoma, a rare, aggressive, and understudied gynecologic malignancy. This retrospective review included all patients with gynecologic cancers diagnosed and treated at a single tertiary care comprehensive cancer center between January 2012 and May 2021. A total of 2116 patients were eligible for review, of which 84 cases were identified as carcinosarcoma: 66 were uterine (5.2% of uterine cancers), 17 were ovarian (3.6% of ovarian cancers), 1 was cervical (0.28% of cervical cancers), and 1 was untyped. Of the patients, 76.2% presented advanced-stage disease (stage III/IV) at the time of diagnosis. Minority patients were more likely to present with stage III/IV (p < 0.0001). The majority of patients underwent surgical resection followed by systemic chemotherapy with carboplatin and paclitaxel. The median PFS was 7.5 months. Of the patients, 55% were alive 1 year after diagnosis, and 45% were alive at 5 years. In the studied population, minorities were more likely to present with more advanced disease. The rate of gynecologic carcinosarcomas was consistent with historical reports.
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Affiliation(s)
- Kristina E. Mercado
- Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
| | - Nora M. Badiner
- Division of Gynecologic Oncology, Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
| | - Canty Wang
- Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
| | - Laura Denham
- Department of Pathology, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
| | - Juli J. Unternaehrer
- Division of Gynecologic Oncology, Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
- Division of Biochemistry, Department of Basic Sciences, Loma Linda University, Loma Linda, CA 92354, USA
| | - Linda J. Hong
- Division of Gynecologic Oncology, Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
| | - Yevgeniya J. Ioffe
- Division of Gynecologic Oncology, Department of Gynecology and Obstetrics, Loma Linda University Medical Center, Loma Linda, CA 92354, USA
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Sharma M, Johansen C, Batra K, Dai CL, Batra R, Hayes T, Singh A. Using the Multi-Theory Model (MTM) of Health Behavior Change to Explain the Seeking of Stool-Based Tests for Colorectal Cancer Screening. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6553. [PMID: 37623139 PMCID: PMC10454677 DOI: 10.3390/ijerph20166553] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 07/30/2023] [Accepted: 08/09/2023] [Indexed: 08/26/2023]
Abstract
Colorectal cancer is the third most common cancer worldwide and is the second leading cause of cancer-associated deaths. While colorectal cancer is on the decline in the United States (US), disparities still exist, despite the non-invasive screening modalities, such as stool-based tests have shown themselves to be effective in the detection of colorectal cancer. Many of the existing stool-based test interventions lack the use of a contemporary theory-based approach. Given the paucity of theory-based interventions intended to promote stool-based tests, this cross-sectional study utilizes the multi-theory model (MTM) of health behavior change to explain the seeking of stool-based tests for colorectal cancer (CRC) screening. An online 57-item questionnaire with an established psychometric validity was used to collect responses from the US-based sample (n = 640) of adults aged 45-75 years old. The data were analyzed using bivariate and multivariate statistical methods. Structural equation modeling (SEM) was conducted to test the construct validity of the survey instrument. In this nationwide sample, 39.2% (n = 251) of participants reported having received some form of a stool-based test. Among the participants who did not undergo stool-based CRC screening, the MTM subscales, including "participatory dialogue", "behavioral confidence", and "changes in the social environment", were significant predictors of initiating screening behavior and explained 48% of the variance in the initiation among this group (R2 = 0.579, F = 5.916, p < 0.001; adjusted R2 = 0.481). The MTM may be a useful framework with which to design educational, mass media, social media, and clinical interventions for the promotion of stool-based CRC screening among adults aged 45-75 years old.
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Affiliation(s)
- Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA;
- Department of Internal Medicine, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89102, USA;
| | - Christopher Johansen
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA;
| | - Kavita Batra
- Office of Research, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89102, USA
- Department of Medical Education, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89102, USA
| | - Chia-Liang Dai
- Department of Teaching and Learning, College of Education, University of Nevada, Las Vegas, NV 89102, USA;
| | - Ravi Batra
- Department of Environmental and Occupational Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA;
| | - Traci Hayes
- Department of Public Health, School of Health Professions, University of Southern Mississippi, Hattiesburg, MS 39406, USA;
| | - Aditi Singh
- Department of Internal Medicine, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89102, USA;
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Dadipoor S, Alavi A, Kader Z, Mohseni S, Eshaghi Sani Kakhaki H, Shahabi N. Predictive power of PEN-3 cultural model in cervical cancer screening among women: a cross- sectional study in South of Iran. BMC Cancer 2023; 23:730. [PMID: 37553636 PMCID: PMC10408223 DOI: 10.1186/s12885-023-11240-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Accepted: 07/31/2023] [Indexed: 08/10/2023] Open
Abstract
BACKGROUND Cervical cancer (CC) can be prevented through early detection facilitated by screening as well as an early diagnosis and effective treatment of the precancerous lesions. The present research aimed to determine the predictors of cervical cancer screening (CCS) based on the PEN-3 model constructs. METHODS A cross-sectional study was conducted between September 2021- March 2022 with 840 women aged 15-49 in the city of Bandar Abbas, in the south of Iran, using a cluster sampling. The participants completed a valid and reliable self-administered questionnaire in person. The questionnaire included demographic characteristics, knowledge toward CC and the constructs of the PEN-3 model toward CCS. A multivariable logistic regression was used to determine the relationship and predictive power of model constructs with behavior as an outcome variable. The data were statistically analyzed in STATA14.2. The p-value < 0.05 was considered statistically significant. RESULTS A total of 810 questionnaires were analyzed (with a return of 95.63%). The mean and standard deviation of the participants' age was 30.97 ± 5.80 years. Pearson correlation coefficient analysis of all constructs and CCS behavior was statistically significant (P-value < 0.05). The multivariable logistic regression analytic results were enablers toward CCS (coefficient: 0.275) and Nurturers toward CCS (coefficient: 0.182), perceptions toward CCS (coefficient: 0.077) and knowledge toward CC (coefficient: 0.048, marginal significant) were predictors of CCS behavior. For the internal validity of the designed prediction model, a sample of 1000 was selected using the bootstrap sample replacement method which demonstrated the accuracy of the model PEN-3 is about 75% in predicting CCS behavior. CONCLUSIONS The results of the present research showed that personal factors such as perceptions and interpersonal factors such as enablers and nurturers toward CCS can predict CCS behavior. Therefore, in order to increase the acceptance of CCS in women, a set of intrapersonal and interpersonal factors should be taken into account.
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Affiliation(s)
- Sara Dadipoor
- Mother and Child Welfare Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Azin Alavi
- Mother and Child Welfare Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Zainab Kader
- The Centre for Interdisciplinary Studies of Children, Families and Society, Faculty of Community and Health Sciences, University of the Western Cape, Bellville, South Africa
| | - Shokrollah Mohseni
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Hadi Eshaghi Sani Kakhaki
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Nahid Shahabi
- Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.
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Zhang W, Jin Y, Liu N, Xiang Z, Wang X, Xu P, Guo P, Mao M, Feng S. Predicting Physical Activity in Chinese Pregnant Women Using Multi-Theory Model: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13383. [PMID: 36293962 PMCID: PMC9603386 DOI: 10.3390/ijerph192013383] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 10/04/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Physical activity (PA) brings many benefits to pregnant women and fetuses; however, the majority of pregnant women do not participate actively in PA during pregnancy. OBJECTIVES This study aimed to: (1) assess the utility of Multi-Theory Model (MTM) to explain the intentions of PA behavior in Chinese pregnant women; (2) analyze the predictors in initiating and maintaining PA behavior based on MTM. METHODS A cross-sectional study including pregnant women was conducted from March to June 2022 at a university hospital in Hangzhou, Zhejiang Province, China. Participants completed measures that included a self-developed demographic questionnaire and a 29-item MTM questionnaire. Descriptive statistics and stepwise multiple regression were used to analyze the data. The reliability was assessed by Cronbach's alpha and test-retest stability. The construct validity was evaluated by using exploratory factor (EFA) analysis and confirmatory factor analysis (CFA). RESULTS A total of 450 pregnant women participated in this study. The score of the magnitude of intention to initiate and maintain PA behavior during pregnancy was 2.30 (1.08) and 2.24 (1.09). The overall Cronbach's alpha value was 0.857. A four-factor structure for initiation model and a three-factor structure for maintenance model were determined. Results of the CFA confirmed construct validity of subscales (initiation model: χ2 = 206.123, df = 140, p < 0.001, χ2/df = 1.472, RMSEA = 0.046, SRMR = 0.0432, GFI = 0.913, CFI = 0.982; maintenance model: χ2 = 49.742, df = 29, p < 0.001, χ2/df = 1.715, RMSEA = 0.057, SRMR = 0.0432, GFI = 0.958, CFI 0.985). The result of regression indicated that participatory dialogue (β = 0.030; p = 0.002), behavioral confidence (β = 0.128; p < 0.001), changes in physical environment (β = 0.041; p = 0.005), trimester (β = -0.192; p = 0.001), and Gestational Diabetes Mellitus (GDM) (β = 0.408; p < 0.001) explained 52.1% variance in initiating PA behavior. Emotional transformation (β = 0.197; p < 0.001), practice for change (β = 0.083; p = 0.001), changes in social environment (β = 0.063; p < 0.001), pre-pregnancy exercise habit (β = -0.251; p = 0.001), and GDM (β = 0.298; p = 0.003) were significantly associated with pregnant women's intentions to maintain PA behavior and explained 49.1% variance. CONCLUSIONS The constructs of MTM were effective in explaining the intention to initiate and maintain PA behavior among Chinese pregnant women.
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Affiliation(s)
- Wei Zhang
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
- Faculty of Nursing, School of Medicine Zhejiang University, Hangzhou 310052, China
| | - Ying Jin
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
| | - Ningning Liu
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
| | - Zhenzhen Xiang
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
| | - Xiaojuan Wang
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
- Faculty of Nursing, School of Medicine Zhejiang University, Hangzhou 310052, China
| | - Ping Xu
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
- Faculty of Nursing, School of Medicine Zhejiang University, Hangzhou 310052, China
| | - Pingping Guo
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
- Faculty of Nursing, School of Medicine Zhejiang University, Hangzhou 310052, China
| | - Minna Mao
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
- Faculty of Nursing, School of Medicine Zhejiang University, Hangzhou 310052, China
| | - Suwen Feng
- Women’s Hospital, School of Medicine Zhejiang University, Hangzhou 310006, China
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