Volume 8, Issue 1 (Jan-Mar 2019)                   JCHR 2019, 8(1): 29-37 | Back to browse issues page


XML Print


Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

Shekari H. Investigating and Prioritizing Factors Affecting Health Literacy in University Students of Yazd Using Artificial Neural Network Technique. JCHR 2019; 8 (1) :29-37
URL: http://jhr.ssu.ac.ir/article-1-485-en.html
Department of Public Administration, Payame Noor University, Tehran, Iran , h.shekari@ymail.com
Abstract:   (4506 Views)
Background: Current university students are potential and actual parents of future generations. The level of their health literacy affects health and health literacy level of future generations. Therefore, the purpose of the present study was investigating and prioritizing the factors affecting the health literacy of students in Yazd (a city in central Iran) using an artificial neural network technique.
Methods: This study was cross-sectional and descriptive and it was conducted on 400 university students in Yazd during autumn 2018. Data were collected using a questionnaire on health literacy and 14 independent variables. Data were analyzed with SPSS software via descriptive statistics, one sample T-test, and artificial neural network.
Results: The mean of students' health literacy was 80.65±12.21. The most important factors affecting the level of students' health literacy were the grade, college, father's education level, age, and residence.
Conclusion: Since grade had the greatest impact on health literacy of students, it is suggested that university officials consider the campus to hold classes, lectures, workshops and distribute appropriate resources such as brochures, booklets among students and also provide health information stations at locations such as dining room, university entrance, and dormitory to promote students' health literacy in lower grades.
 
Full-Text [PDF 531 kb]   (1362 Downloads) |   |   Full-Text (HTML)  (598 Views)  
Review: Research | Subject: General
Received: 2018/12/17 | Accepted: 2019/01/28 | Published: 2019/03/18

References
1. Bodur AS, Filiz E, Kalkan I. Factors affecting health literacy in adults: a community based study in Konya, Turkey. International Journal of Caring Sciences. 2017; 10(1): 100-109.
2. Pashaeypoor S, Salemi N, Ansari M. The relationship between health literacy and the use of social networking in administrative staff of Tehran university of medical sciences. Iranian Journal of Nursing Research. 2018; 13(2): 66-72. [Persian]
3. Lorini C, Ierardi F, Bachini L, et al. The antecedents and consequences of health literacy in an ecological perspective: results from an experimental analysis. International Journal of Environmental Research and Public Health. 2018; 15(4): 798-812. [DOI:10.3390/ijerph15040798] [PMID] [PMCID]
4. Jansen T, Rademakers J, Waverijn G, et al. The role of health literacy in explaining the association between educational attainment and the use of out-of-hours primary care services in chronically ill people: a survey study. BMC Health Services Research. 2018; 18(1): 394. [DOI:10.1186/s12913-018-3197-4] [PMID] [PMCID]
5. Farghadani Z, Taheri-Kharameh Z, Amiri-Mehra A, et al. The relationship between health literacy and self-care behaviors among patients with heart failure. Journal of School of Nursing and Midwifery of Tehran Medical Sciences University (Hayat). 2018; 24(2): 186-196. [Persian]
6. Mohammadi Farah S, Saati Asr MH, Kaviyani Manesh A, et al. Health literacy level and its related factors among college students of Hamadan university of medical sciences, Hamadan, Iran. Journal of Education and Community Health. 2017; 4(2): 11-17. [Persian] [DOI:10.21859/jech.4.2.11]
7. Saatchi M, Panahi MH, AshrafMozafari A, et al. Health literacy and its associated factors: A population-based study, Hormoz Island. Iranian Journal of Epidemiology. 2017; 13 (2): 136-144. [Persian]
8. Reisi M, Javadzade SH, Heydarabadi AB, et al. The relationship between functional health literacy and health promoting behaviors among older adults. Journal of Education and Health Promotion. 2014; 3: 119. [DOI:10.4103/2277-9531.145925] [PMID] [PMCID]
9. Tavousi M, HaeriMehrizi A, Rafiefar S, et al. Health literacy in Iran: findings from a national study. Payesh. 2016; 15(1): 95-102. [Persian]
10. Montazeri A, Tavousi M, Rakhshani M, et al. Health literacy for Iranian adults (HELIA): develoment and psychometric properties. Payesh. 2014; 13(5): 589-599. [Persian]
11. Borji M, Tarjoman A, Otaghi M, et al. Health literacy level and its related factors among the elderlies in Ilam in 2015. Iran Journal of Nursing. 2017; 30(108): 33-43. [Persian] [DOI:10.29252/ijn.30.108.33]
12. Salehi M, Farrokhi PileRood L. Predicting earnings management using artificial neural network and decision tree. Auditing and Financial Accounting Researches. 2018; 10(37): 1-24. [Persian]
13. Biglarian A, Bakhshi E, Rahgozar M, et al. Comparison of artificial neural network and logistic regression in predicting of binary response for medical data: the stage of disease in gastric cancer. Journal of North Khorasan University of Medical Sciences. 2011; 3: 15-21. [Persian]
14. Anderson R. The credit scoring toolkit: theory and practice for retail credit risk, management and decision. 1st ed. New York: Oxford University; 2007.
15. Jahanieftekhari M, Peyman N, Doosti H. Health literacy and health-promoting lifestyle among health volunteers in Neyshabour. Scientific Journal of Ilam University of Medical Sciences. 2018; 26(3): 1-15. [Persian]
16. Panahi R, Ramezankhani A, Tavousi M, et al. Evaluation of health literacy and its influencing factors on dormitory students of Shahid Beheshti university of medical sciences in Tehran. Journal of Education and Community Health. 2016; 3(3): 30-36. [Persian] [DOI:10.21859/jech-03035]
17. Mahmoudi H, Taheri A. Relation between information literacy and health literacy of students in Ferdowsi university of Mashhad. Human Information Interaction. 2015; 2(2): 31-41. [Persian]
18. Rezaee Esfahrood Z, Haerian ardekani A, Rahmanian M, et al. A survey on health literacy of referred diabetic patients to Yazd diabetes research center. The Journal of Toloo-e-Behdasht. 2016; 15 (3):176-186. [Persian]
19. Rong H, Cheng X, Garcia JM, et al. Survey of health literacy level and related influencing factors in military college students in Chongqing, China: A cross-sectional analysis. Plos One. 2017; 12(5): 1-14. [DOI:10.1371/journal.pone.0177776] [PMID] [PMCID]
20. Ziapoor A, Kianpoor N. Predicting health literacy of students in Kermanshah University of Medical Sciences in 2016: The role of demographic variables. Journal of Health Literacy. 2016; 1(3): 182-190. [Persian]
21. Azimi S, Ramezankhani A, Rakhshani F, et al. Comparison of health literacy between medical and non-medical students in Shahid Beheshti universitiy in the academic year 92-93. Pejouhandeh. 2015; 20(2): 78-85. [Persian]
22. Cheng TL, Dreyer BP, Jenkins RR. Introduction: child health disparities and health literacy. Pediatrics. 2009; 124 (3): 161-162. [DOI:10.1542/peds.2009-1100C] [PMID]

Add your comments about this article : Your username or Email:
CAPTCHA

Send email to the article author


Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution 4.0 International License.

© 2024 CC BY 4.0 | Journal of Community Health Research

Designed & Developed by : Yektaweb