본문 바로가기
KERD
논문KCI 등재

Smart Stress Care: Usability, Feasibility and Preliminary Efficacy of Fully Automated Stress Management Application for Employees

6

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류정신과학

초록

Objective We developed a fully automated smartphone-based stress management application and explored its usability, potential feasibility, and preliminary efficacy for stress management in Korean employees. Methods Healthy employees working in large public enterprises were enrolled. Participants used our automated stress management application for four weeks. With the application, they monitored their stress level and life style factors. Personalized stress management techniques, including psychoeducation and cognitive behavioral technique, were also provided based on their stress level and lifestyle pattern. In 2014, additional relaxation techniques were incorporated. Participants’ mental health status and lifestyle pattern were self-assessed at baseline and at 4 weeks after using the application. Results A total of 68 subjects were recruited. The application generally received high satisfaction rating. After the intervention, perceived stress level was significantly decreased, both in 2013 and 2014 (BEPSI-K score pre. vs. post. 14.27 vs. 11.00, F=12.49, p=0.001 in 2013; 12.05 vs. 10.00, F=17.18, p<0.001). In 2014, depression symptom severity was also significantly decreased (CES-D score pre- vs. Post-, 17.66 vs. 11.95, F=9.76, p=0.004). The effects were more significant in females and in those <35 years. Conclusion Our fully automated stress management application is acceptable and usable, showing preliminary efficacy for reducing employees’ stress levels.

Abstract

Objective We developed a fully automated smartphone-based stress management application and explored its usability, potential feasibility, and preliminary efficacy for stress management in Korean employees. Methods Healthy employees working in large public enterprises were enrolled. Participants used our automated stress management application for four weeks. With the application, they monitored their stress level and life style factors. Personalized stress management techniques, including psychoeducation and cognitive behavioral technique, were also provided based on their stress level and lifestyle pattern. In 2014, additional relaxation techniques were incorporated. Participants’ mental health status and lifestyle pattern were self-assessed at baseline and at 4 weeks after using the application. Results A total of 68 subjects were recruited. The application generally received high satisfaction rating. After the intervention, perceived stress level was significantly decreased, both in 2013 and 2014 (BEPSI-K score pre. vs. post. 14.27 vs. 11.00, F=12.49, p=0.001 in 2013; 12.05 vs. 10.00, F=17.18, p<0.001). In 2014, depression symptom severity was also significantly decreased (CES-D score pre- vs. Post-, 17.66 vs. 11.95, F=9.76, p=0.004). The effects were more significant in females and in those <35 years. Conclusion Our fully automated stress management application is acceptable and usable, showing preliminary efficacy for reducing employees’ stress levels.

참고문헌 (36)

  1. Lerner D, "What does research tell us about depression, job performance, and work productivity?", J Occup Environ Med, 50, pp.401~410 (2008)[DOI]
  2. Henderson M, "Work and common psychiatric disorders", J R Soc Med, 104, pp.198~207 (2011)[DOI]
  3. Richardson KM, "Effects of occupational stress management intervention programs: a meta-analysis", J Occup Health Psychol, 13, pp.69~93 (2008)[DOI]
  4. "Stress in AmericaTM: Missing the Health Care connection"[URL]
  5. 2013, "2014 Staying@Work U.S. Executive Summary Report. Willis Towers Watson"
  6. Park SG, "Job stress and depressive symptoms among Korean employees: the effects of culture on work", Int Arch Occup Environ Health, 82, pp.397~405 (2009)[DOI]
  7. Kim JL, "Depression symptom and professional mental health service use", BMC Psychiatry, 15, pp.261~ (2015)[DOI]
  8. "The Demographic Digital Divde is Real and Pervasive"[URL]
  9. Yim J, "The validity of modified Korean-translated BEPSI (Brief Encounter Psychosocial Instrument) as instrument of stress measurement in outpatient clinic", J Korean Acad Fam Med, 17, pp.42~53 (1996)
  10. Frank SH, "Stress in the clinical setting: the Brief Encounter Psychosocial Instrument", J Fam Pract, 26, pp.533~539 (1988)
  11. Radloff LS, "The CES-D Scale: a self report depression scale for research in the general population", Appl Psychol Meas, 1, pp.385~401 (1977)[DOI]
  12. Cho MJ, "Use of the Center for Epidemiologic Studies Depression (CES-D) Scale in Korea", J Nerv Ment Dis, 186, pp.304~310 (1998)[DOI]
  13. Holmes T, "The social readjustment rating scale", J Psychosom Res, 11, pp.213~218 (1967)[DOI]
  14. Sohn Y, "The association between type A behavior pattern and hypertension among adults in a rural area", Korean J Pub Health, 38, pp.72~83 (2001)
  15. 장세진, "한국인 직무 스트레스 측정도구의 개발 및 표준화", Annals of Occupational and Environmental Medicine, 17(4), pp.297~317 (2005), 대한직업환경의학회
  16. 신우열, "회복탄력성 검사 지수의 개발 및 타당도 검증", 한국청소년연구, 20(4), pp.105~131 (2009), 한국청소년정책연구원
  17. Sjostrom M, "Assessment of physical activity using IPAQ (version 4) and activity monitors (CSA)", Meas Phys Educ Exerc Sci, 4, pp.263~264 (2000)
  18. 김화영, "한국 성인의 영양 위험군 진단을 위한 식생활진단표의 개발과 타당성 검증에 관한 연구", Journal of Nutrition and Health, 36(1), pp.83~92 (2003), 한국영양학회
  19. Muhammad-Kah RS, "The relationship between nicotine dependence scores and biomarkers of exposure in adult cigarette smokers", Regul Toxicol Pharmacol, 60, pp.79~83 (2011)[DOI]
  20. Kim SS, "Psychometric properties of the alcohol use disorders identification test: a Korean version", Arch Psychiatr Nurs, 22, pp.190~199 (2008)[DOI]
  21. Akaike H, "A new look at the statistical model identification", IEEE Trans Autom Control, 19, pp.716~723 (1974)[DOI]
  22. Schwartz G, "Estimating the dimension of a model", Ann Stat, 6, pp.461~464 (1978)[DOI]
  23. 오동훈, "Prevalence and Correlates of Depressive Symptoms in Korean Adults : Results of a 2009 Korean Community Health Survey", Journal of Korean Medical Science, 28(1), pp.128~135 (2013), 대한의학회
  24. SERI, "Worker happiness in Korea. Korea Economic Trends Weekly Insight", 775~ (2013)
  25. Crisp DA, "Participating in online mental health interventions: who is most likely to sign up and why?", Depress Res Treat, 2014, pp.790457~ (2014)
  26. Ahtinen A, "Mobile mental wellness training for stress management: feasibility and design implications based on a one-month field study", JMIR Mhealth Uhealth, 1, pp.e11~ (2013)[DOI]
  27. Ebert DD, "Selfguided internet-based and mobile-based stress management for employees: results of a randomised controlled trial", Occup Environ Med, 73, pp.315~323 (2016)[DOI]
  28. Heber E, "Web-based and mobile stress management intervention for employees: a randomized controlled trial", J Med Internet Res, 18, pp.e21~ (2016)[DOI]
  29. Birney AJ, "MoodHacker mobile web app with email for adults to self-manage mild-to-moderate depression: randomized controlled trial", JMIR Mhealth Uhealth, 4, pp.e8~ (2016)[DOI]
  30. Ben-Zeev D, "Strategies for mHealth research: lessons from 3 mobile intervention studies", Adm Policy Ment Health, 42, pp.157~167 (2015)[DOI]
  31. Richards D, "Computer-based psychological treatments for depression: a systematic review and meta-analysis", Clin Psychol Rev, 32, pp.329~342 (2012)[DOI]
  32. Johansson R, "Internet-based psychological treatments for depression", Expert Rev Neurother, 12, pp.861~869 (2012)[DOI]
  33. Christensen H, "Adherence in internet interventions for anxiety and depression", J Med Internet Res, 11, pp.e13~ (2009)[DOI]
  34. Babwah F, "The role of gender in compliance and attendance at an outpatient clinic for type 2 diabetes mellitus in Trinidad", Rev Panam Salud Publica, 19, pp.79~84 (2006)
  35. Bakker D, "Mental Health Smartphone Apps: Review and Evidence-Based Recommendations for Future Developments", JMIR Ment Health, 3, pp.e7~ (2016)[DOI]
  36. Proctor EK, "Implementation strategies: recommendations for specifying and reporting", Implement Sci, 8, pp.139~ (2013)[DOI]

관련 논문AI추천

이 간행물의 다른 논문 (12건)