A Minimum Data Set of User Profile or Electronic Health Record for Chemical Warfare Victims' Recommender System

Overview

Journal J Family Med Prim Care

Specialty Public Health

Date 2020 Sep 28

PMID 32984162

Citations 1

Authors

Elham Aalipour

Marjan Ghazisaeedi

Mohamad Reza Sedighi Moghadam

Leila Shahmoradi

Batool Mousavi

Hamid Beigy

Affiliations

Soon will be listed here.

Abstract

Background: There are many people who are suffering from a variety of physical and mental illnesses due to the chemical attacks. There are various technologies such as recommender systems that can identify the main concerns related to health and make efforts to address them. To design and develop a recommender system, preparation of data source of this system should be considered. The aim of this study was to determine the minimum data set for user profile or user's electronic health record in chemical warfare victims' recommender system.

Methods: This applied descriptive, cross-sectional study which was conducted in 2017. A questionnaire was developed by the authors from the data elements that were collected using the data extraction form from the studied sources. Content validity of the questionnaire was confirmed by using the experts. Test-retest method was used to determine the reliability of the questionnaire. The reliability of the questionnaire with Cronbach's alpha coefficient was confirmed as 84%. The questionnaire were submitted for related experts based on Delphi method by email or in person. Data resulting from the Delphi technique with descriptive statistics methods in SPSS software were analyzed.

Results: Forty-seven nonclinical data elements and 181 clinical data elements were classified.

Conclusion: Determining minimum data set of user profile or electronic health record in the recommender system for chemical warfare victims helps the health authorities to implement the recommender system which demonstrates chemical warfare victims' needs.

Citing Articles

Identifying a minimum data set as a necessity to design a web-based personal health record for patients under chronic dialysis.

Jeddi F, Nabovati E, Rezayi S, Saeedi S, Amirazodi S J Family Med Prim Care. 2022; 11(3):969-975.

PMID: 35495826 PMC: 9051723. DOI: 10.4103/jfmpc.jfmpc_978_21.

References

Davis J, Morgans A, Burgess S . Information management for aged care provision in Australia: development of an aged care minimum dataset and strategies to improve quality and continuity of care. Health Inf Manag. 2017; 45(1):27-35. DOI: 10.1177/1833358316639453. View

Choquet R, Maaroufi M, de Carrara A, Messiaen C, Luigi E, Landais P . A methodology for a minimum data set for rare diseases to support national centers of excellence for healthcare and research. J Am Med Inform Assoc. 2014; 22(1):76-85. PMC: 4433369. DOI: 10.1136/amiajnl-2014-002794. View

Kraft M, Hynes D . Decision support within the Veterans' Health Administration. Stud Health Technol Inform. 2006; 122:100-4. View

Sanchez Bocanegra C, Sevillano Ramos J, Rizo C, Civit A, Fernandez-Luque L . HealthRecSys: A semantic content-based recommender system to complement health videos. BMC Med Inform Decis Mak. 2017; 17(1):63. PMC: 5433022. DOI: 10.1186/s12911-017-0431-7. View

Grasser F, Beckert S, Kuster D, Schmitt J, Abraham S, Malberg H . Therapy Decision Support Based on Recommender System Methods. J Healthc Eng. 2017; 2017:8659460. PMC: 5387813. DOI: 10.1155/2017/8659460. View

Nokhodian Z, ZareFarashbandi F, Shoaei P . Mustard gas exposure in Iran-Iraq war - A scientometric study. J Educ Health Promot. 2015; 4:56. PMC: 4579776. DOI: 10.4103/2277-9531.162355. View

Szinicz L . History of chemical and biological warfare agents. Toxicology. 2005; 214(3):167-81. DOI: 10.1016/j.tox.2005.06.011. View

Sheykhotayefeh M, Safdari R, Ghazisaeedi M, Khademi S, Seyed Farajolah S, Maserat E . Development of a Minimum Data Set (MDS) for C-Section Anesthesia Information Management System (AIMS). Anesth Pain Med. 2017; 7(2):e44132. PMC: 5556329. DOI: 10.5812/aapm.44132. View

Hors-Fraile S, Schneider F, Fernandez-Luque L, Luna-Perejon F, Civit A, Spachos D . Tailoring motivational health messages for smoking cessation using an mHealth recommender system integrated with an electronic health record: a study protocol. BMC Public Health. 2018; 18(1):698. PMC: 5989385. DOI: 10.1186/s12889-018-5612-5. View

10.

Bohnsack K, Parker D, Zheng K . Quantifying temporal documentation patterns in clinician use of AHLTA-the DoD's ambulatory electronic health record. AMIA Annu Symp Proc. 2010; 2009:50-4. PMC: 2815385. View

11.

Mangerich A, Esser C . Chemical warfare in the First World War: reflections 100 years later. Arch Toxicol. 2014; 88(11):1909-11. DOI: 10.1007/s00204-014-1370-z. View

12.

Pitschmann V . Overall view of chemical and biochemical weapons. Toxins (Basel). 2014; 6(6):1761-84. PMC: 4073128. DOI: 10.3390/toxins6061761. View

13.

Agapito G, Simeoni M, Calabrese B, Care I, Lamprinoudi T, Guzzi P . DIETOS: A dietary recommender system for chronic diseases monitoring and management. Comput Methods Programs Biomed. 2017; 153:93-104. DOI: 10.1016/j.cmpb.2017.10.014. View

14.

Haines D, Fox S . Acute and Long-Term Impact of Chemical Weapons: Lessons from the Iran-Iraq War. Forensic Sci Rev. 2015; 26(2):97-114. View

15.

Do N, Barnhill R, Heermann-Do K, Salzman K, Gimbel R . The military health system's personal health record pilot with Microsoft HealthVault and Google Health. J Am Med Inform Assoc. 2011; 18(2):118-24. PMC: 3116258. DOI: 10.1136/jamia.2010.004671. View

16.

Rajeevan N, Niehoff K, Charpentier P, Levin F, Justice A, Brandt C . Utilizing patient data from the veterans administration electronic health record to support web-based clinical decision support: informatics challenges and issues from three clinical domains. BMC Med Inform Decis Mak. 2017; 17(1):111. PMC: 5517800. DOI: 10.1186/s12911-017-0501-x. View

17.

Bouhaddou O, Bennett J, Teal J, Pugh M, Sands M, Fontaine F . Toward a Virtual Lifetime Electronic Record: the Department of Veterans Affairs experience with the Nationwide Health Information Network. AMIA Annu Symp Proc. 2013; 2012:51-60. PMC: 3540491. View

18.

Biat Saeed K, Parandeh A, Alhani F, Salaree M . Health-related quality of life of chemical warfare victims: an assessment with the use of a specific tool. Trauma Mon. 2014; 19(1):e13800. PMC: 3955923. DOI: 10.5812/traumamon.13800. View

19.

Roshan R, Rahnama P, Ghazanfari Z, Montazeri A, Soroush M, Naghizadeh M . Long-term effects of sulfur mustard on civilians' mental health 20 years after exposure (The Sardasht-Iran Cohort Study). Health Qual Life Outcomes. 2013; 11:69. PMC: 3641015. DOI: 10.1186/1477-7525-11-69. View

20.

Perlin J, Kolodner R, Roswell R . The Veterans Health Administration: quality, value, accountability, and information as transforming strategies for patient-centered care. Am J Manag Care. 2004; 10(11 Pt 2):828-36. View