Who does not get screened? A simple model of the complex relationships in mammogram non-attendance
Bibliographic Data
| ID | 4227478 |
|---|---|
| Authors | Celia K Naivar Sen (0000-0002-7791-1422), Celia Kn Sen (Koç University), G Tarcan Kumkale (0000-0002-3638-7118, Koç University) |
| Year | 2016 |
| Volume | 21 |
| Issue | 12 |
| Pages | 2838-2850 |
| Publication date | 2016-12-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Health Psychology (JOURNAL) |
| Journal identifiers | ISSN: 1359-1053 • E-ISSN: 1461-7277 |
| Publisher | SAGE Publications Inc (PUBLISHER) |
| DOI | 10.1177/1359105315587138 |
| PMID | 26063211 |
| OpenAlex | W1571412831 |
| Language | EN |
| Citations received | 3 |
| References cited | 33 |
With increasing mammogram rates, identifying attributes of non-attending women entails going beyond differences in demographic groups to reveal complex interactions among personality attributes. In this study, we analyzed survey data from 474 women aged 41 years and older using decision trees. By incorporating personality, religiousness, and age, we were able to correctly classify 42.9 percent of non-attenders compared to 4.4 percent with logistic regression analysis. Our findings suggest that incorporating personality and religiousness attributes may increase non-attender identification. Furthermore, the simple profile generated by decision trees provides a clear map useful for intervention planning
Attendance · Decision tree · Intervention (counseling · Logistic regression · Machine learning · Personality · Psychiatry · Computer Science · Global Cancer Incidence and Screening · Health disparities and outcomes · Patient-Provider Communication in Healthcare · Psychology · Artificial Intelligence · Clinical Psychology · Social Psychology
An introduction to recursive partitioning
Brief measures of sensation seeking for screening and large-scale surveys
A Meta-Analysis of Fear Appeals
Random Forests
Importance of Fatalism in Understanding Mammography Screening in Rural Elderly Women
Dimensions of Religiousness and Cancer Screening Behaviors Among Church-Going Latinas
Participation in breast screening programs
Sociocultural Correlates of Breast Cancer Knowledge and Screening in Urban African American Women
Expansion and Validation of the Spiritual Health Locus of Control Scale
Cancer in the mass print media
A Breast Cancer Fear Scale
The Role of Coping Appraisal in Reactions to Fear Appeals
The influence of time perspective on cervical cancer screening among Latinas in the United States
| Citations per year | 0.38 |
|---|---|
| Citation span | 2018 - 2024 (7) |
| Highly cited | No |