빅데이터를 활용한 화병, 우울증, 자살의 검색 상관관계 분석: 2016년부터 2022년까지
Correlation Analysis among Searches of Hwa-Byung, Depression, and Suicide Using Big Data: from 2016 to 2022
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Objectives: The aim of this study was to analyze correlations among searches of hwa-byung, depression, and suicide using big data. Methods: Keywords searches were performed using both Google Trends and Naver Data Lab on December 13, 2022. From 2016 to 2022, search results for keywords ‘hwa-byung’, ‘depression’, and ‘suicide’ were extracted with a score between 0 and 100 in terms of relative search popularity (RSP). Monthly time analysis, correlation analysis, and regional analysis were then conducted for these scores. Results: Regardless of the search period, RSP for both portal sites was in the order of ‘suicide’, ‘depression’, and ‘hwa-byung’. Over time, search for ‘depression’ tended to increase in Google (slope: 0.0092), whereas search for ‘hwa-byung’ showed a slight increase in Naver (slope: 0.0024). Correlation coefficient for search terms ‘depression’ and ‘suicide’ was 0.3969 in Google Trends and 0.4459 in Naver Data Lab, showing clear positive correlations. On the other hand, there was little correlation between search results of ‘hwa-byung’ and ‘depression’ or between ‘hwa-byung’ and ‘suicide’. However, compared to males, females showed higher positive associations between search results of ‘hwa-byung’ and ‘depression’ and between ‘hwa-byung’ and ‘suicide’. Search terms ‘depression’ and ‘suicide’ showed high RSPs in most regions in South Korea. However, ‘hwa-byung’ had distinct regional differences in terms of RSP. Conclusions: Results of this study will help us understand Korean public’s perception of the relevance of hwa-byung, depression, and suicide and plan future research in this topic. In addition, findings of this study may provide future public health implications for reducing the high suicide rate in Korea.
Abstract
Objectives: The aim of this study was to analyze correlations among searches of hwa-byung, depression, and suicide using big data. Methods: Keywords searches were performed using both Google Trends and Naver Data Lab on December 13, 2022. From 2016 to 2022, search results for keywords ‘hwa-byung’, ‘depression’, and ‘suicide’ were extracted with a score between 0 and 100 in terms of relative search popularity (RSP). Monthly time analysis, correlation analysis, and regional analysis were then conducted for these scores. Results: Regardless of the search period, RSP for both portal sites was in the order of ‘suicide’, ‘depression’, and ‘hwa-byung’. Over time, search for ‘depression’ tended to increase in Google (slope: 0.0092), whereas search for ‘hwa-byung’ showed a slight increase in Naver (slope: 0.0024). Correlation coefficient for search terms ‘depression’ and ‘suicide’ was 0.3969 in Google Trends and 0.4459 in Naver Data Lab, showing clear positive correlations. On the other hand, there was little correlation between search results of ‘hwa-byung’ and ‘depression’ or between ‘hwa-byung’ and ‘suicide’. However, compared to males, females showed higher positive associations between search results of ‘hwa-byung’ and ‘depression’ and between ‘hwa-byung’ and ‘suicide’. Search terms ‘depression’ and ‘suicide’ showed high RSPs in most regions in South Korea. However, ‘hwa-byung’ had distinct regional differences in terms of RSP. Conclusions: Results of this study will help us understand Korean public’s perception of the relevance of hwa-byung, depression, and suicide and plan future research in this topic. In addition, findings of this study may provide future public health implications for reducing the high suicide rate in Korea.
참고문헌 (24)
- Raschke N, "Socioeconomic factors associated with suicidal behaviors in South Korea : systematic review on the current state of evidence", BMC public health, 22, pp.129~ (2022)
- Kim GE, "Increased prevalence of depression in South Korea from 2002 to 2013", Scientific reports, 10, pp.16979~ (2020)
- Bachmann S, "Epidemiology of suicide and the psychiatric perspective", International Journal of Environmental Research and Public Health, 15, pp.1425~ (2018)
- Cai H, "Prevalence of suicidality in major depressive disorder : a systematic review and meta-analysis of comparative studies", Frontiers in Psychiatry, 12, pp.690130~ (2021)
- Diagnostic and statistical manual of mental disorders : DSM-5 : Washington, "American Psychiatric Association", American Psychiatric Association, 161~ (2013)
- 김종우, "화병 임상진료지침 I. (개요)", 동의신경정신과학회지, 24, pp.3~14 (2013), 대한한방신경정신과학회
- 김종우, "화병면담검사의 신뢰도와 타당도", 한국심리학회지: 건강, 9(2), pp.321~332 (2004), 한국건강심리학회
- 권정혜, "화병척도의 개발과 타당도 연구", Korean Journal of Clinical Psychology, 27(1), pp.237~252 (2008), 한국임상심리학회[DOI]
- Bagalkot TR, "Lifetime prevalence of and risk factors for suicidal ideation and suicide attempts in a Korean community sample", Psychiatry, 77, pp.360~373 (2014)
- Dillon KH, "Anger mediates the relationship between posttraumatic stress disorder and suicidal ideation in veterans", Journal of affective disorders, 269, pp.117~124 (2020)
- Kaplow JB, "Emotional suppression mediates the relation between adverse life events and adolescent suicide : implications for prevention", Prevention science : the official journal of the Society for Prevention Research, 15, pp.177~185 (2014)
- Nuti SV, "The use of google trends in health care research : a systematic review", PloS one, 9, pp.e109583~ (2014)
- 안정윤, "2대 포털사이트 빅데이터를 이용한 한방관련 키워드 분석", 한국의사학회지, 30(2), pp.45~61 (2017), 한국의사학회[DOI]
- 박소연, "검색 포털들의 검색어 추천 서비스 분석 평가: 네이버와 구글의 연관 검색어 서비스를 중심으로", 정보관리학회지, 30(2), pp.297~315 (2013), 한국정보관리학회[DOI]
- 박소연, "검색 포털들의 동영상 검색 서비스 분석 평가: 네이버와 구글을 중심으로", 정보관리학회지, 31(3), pp.181~200 (2014), 한국정보관리학회[DOI]
- 민성길, "Symptoms to Use for Diagnostic Criteria of Hwa-Byung, an Anger Syndrome", PSYCHIATRY INVESTIGATION, 6(1), pp.7~12 (2009), 대한신경정신의학회
- 김종우, "화병역학연구 자료를 기반으로 한 화병 환자의 특성", 동의신경정신과학회지, 21(2), pp.157~169 (2010), 대한한방신경정신과학회
- 김종남, "한국형 역기능우울척도의 하위모듈 개발: 예비 연구", 스트레스 硏究, 26(3), pp.173~185 (2018), 대한스트레스학회[DOI]
- 정선용, "화병 임상진료지침 II. (화병의 실태)", 동의신경정신과학회지, 24, pp.15~22 (2013), 대한한방신경정신과학회
- Lee J, "A review of the Korean cultural syndrome Hwa-Byung : suggestions for theory and intervention", Asia Taepyongyang Sangdam Yongu, 4, pp.49~ (2014)
- 장동호, "거주지역의 경제적 특성에 따른 대중의 불평등 인식수준과 빈곤관의 차이 분석", 한국지역사회복지학, (37), pp.259~284 (2011), 한국지역사회복지학회
- 배윤선, "웹 네비게이션에서 일반 사용자와 고령 사용자의 행위 분석", 디자인학연구, 19(5), pp.161~170 (2006), 한국디자인학회
- 정만수, "연령과 인지욕구가 스마트폰 사용행동에 미치는 영향에 관한 탐색적 연구: 스마트폰 의존도, 앱 활용도, 앱 호감도, 사생활침해 우려, 광고회피행동을 중심으로", 광고학연구, 25(6), pp.105~133 (2014), 한국광고학회