팬데믹 상황에서의 패션제품에 대한 소비자의 인식 변화 분석 - 코로나19 확산의 영향 -
Changes in consumer perception of fashion products in a pandemic - Effects of COVID-19 spead -
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This study aimed at examining fashion consumers’ awareness during the COVID-19 pandemic. Big data analysis methods, such as text mining, social network analysis, and regression analysis, were applied to user posts about fashion on Korean portal websites and social media during COVID-19. R 3.4.4, UCINET 6, and SPSS 25.0 software were used to analyze the data. The results were as follows. In researching the popular fashion-related topics during COVID-19, the prevention of infection and prophylaxis were significant concerns in the early stage (Jan 1 to Jan 31, 2020), and changed to online channels and online fashion platforms. Then, various topics and fashion keywords appeared with COVID-19-related keywords afterwards. Fashion-related subjects concerned prophylaxis, home life, digital and beauty products, online channels, and fashion consumption. In comparing fashion consumers’ awareness during COVID-19 with SARS and MERS, “face masks” was the common keyword for all three illnesses; yet, the prevention of infection was a major consumer concern in fashion-related subjects during COVD-19 only. As COVD-19 cases increased, the search volume for face masks, shoes, and home clothes also increased. Consumer awareness about face masks shifted from blocking yellow dust and micro-dust to the sociocultural significance and short supply. Keywords related to performance turned out to be the major awareness as to shoes, and home clothes were repurposed with an expanded range of use.
Abstract
This study aimed at examining fashion consumers’ awareness during the COVID-19 pandemic. Big data analysis methods, such as text mining, social network analysis, and regression analysis, were applied to user posts about fashion on Korean portal websites and social media during COVID-19. R 3.4.4, UCINET 6, and SPSS 25.0 software were used to analyze the data. The results were as follows. In researching the popular fashion-related topics during COVID-19, the prevention of infection and prophylaxis were significant concerns in the early stage (Jan 1 to Jan 31, 2020), and changed to online channels and online fashion platforms. Then, various topics and fashion keywords appeared with COVID-19-related keywords afterwards. Fashion-related subjects concerned prophylaxis, home life, digital and beauty products, online channels, and fashion consumption. In comparing fashion consumers’ awareness during COVID-19 with SARS and MERS, “face masks” was the common keyword for all three illnesses; yet, the prevention of infection was a major consumer concern in fashion-related subjects during COVD-19 only. As COVD-19 cases increased, the search volume for face masks, shoes, and home clothes also increased. Consumer awareness about face masks shifted from blocking yellow dust and micro-dust to the sociocultural significance and short supply. Keywords related to performance turned out to be the major awareness as to shoes, and home clothes were repurposed with an expanded range of use.
참고문헌 (28)
- "Fashion Biz", 2020, 28~29
- 안효선, "패션 크리에이티브 디렉터 변화에 따른 디자인 연관 이슈 비교- 구찌 컬렉션에 대한 소셜미디어 게시글 분석을 중심으로 -", 한국의류산업학회지, 21(3), pp.277~287 (2019), 한국의류산업학회[DOI]
- Baldwin, R., "Mitigating the COVID economic crisis : Act fast and do whatever it takes" (2020), CEPR Press
- 최영현, "패션·뷰티 소비에서 비거니즘의 확산 - 의미네트워크분석 -", 복식, 69(6), pp.75~94 (2019), 한국복식학회[DOI]
- 최영현, "국내 소비자의 일본 패션제품에 대한 정치적 소비 연구", 한국의류학회지, 44(2), pp.295~309 (2020), 한국의류학회[DOI]
- 정지선, "텍스트 마이닝 기법을 활용한 인공지능 기술개발 동향 분석 연구: 깃허브 상의 오픈 소스 소프트웨어 프로젝트를 대상으로", 지능정보연구, 25(1), pp.1~19 (2019), 한국지능정보시스템학회
- Editorial Department, "코로나19 팬데믹 이후의경영 환경 변화", Brain, 81, pp.18~24 (2020)
- Weiguo Fan, "Tapping the power of text mining", Communications of the ACM, 49(9), pp.76~82 (2006), Association for Computing Machinery (ACM)[DOI]
- "패션기업, 코로나와 언택트에 자사 ‘온라인몰’ 활짝 웃었다" (2020)[URL]
- 김봉제, "텍스트마이닝을 활용한 학부모 기사 분석", 학부모연구, 4(2), pp.113~146 (2017), 한국학부모학회
- "백화점 대신 무신사로... 유명 패션 기업 입점 활발" (2020)[URL]
- "코로나가 바꾼 패션... 편하지만 격식있는 ‘매니시 페미닌룩’" (2020)[URL]
- 김종선, "텍스트 마이닝을 통한 패션 스트리밍 서비스 인식에 관한 연구 - 프로젝트 앤 사례를 중심으로 -", 한국패션디자인학회지, 18(1), pp.107~118 (2018), 한국패션디자인학회[DOI]
- "‘의류 당일배송․마스크에안 묻는 화장품’… 패션․뷰티업계의 코로나19타개법" (2020)[URL]
- Kwahk, K. Y., "Social network analysis" (2014), Crbooks
- "‘코로나19 피해 山으로’... ‘등산복’ 판매 늘며 특수 누리는 아웃도어업계" (2020)[URL]
- Lee, J. M., "지금이 기회! 파이팅 패션코리아", Fashion Biz, 397, pp.17~18 (2020)
- "루이비통표 세정제, 프라다, 구찌 마스크... 코로나가 바꾼 명품" (2020)[URL]
- François Lorrain, "Structural equivalence of individuals in social networks", The Journal of Mathematical Sociology, 1(1), pp.49~80 (1971), Informa UK Limited[DOI]
- "코로나19로 무엇이 변했을까" (2020)[URL]
- 코로나바이러스감염증-19소셜 빅데이터 기반 주요 이슈 분석, "Oh, M.", 1~12, pp.Issue & Focus, 376 (2020)
- "What does COVID-19show about the great Korean?" (2020)[URL]
- "기다리고 있는 ‘코로나19백신’... 사스․메르스 때와 다르다" (2020)[URL]
- "What prevented WHO from declaring Covid-19 a pandemic until 11 March?" (2020)[URL]
- "The iconic brands that could disappear because of coronavirus" (2020)[URL]
- "마스크 속 ‘피부 트러블’관리법은?" (2020)[URL]
- Song, E. C., "코로나19 이후 우리 의식주 어떻게 변할까?", Sisa Journal, 20 (2020)
- "코로나가 바꾼 뉴노멀!하반기 패션위크 무관중 패션쇼 바람!" (2020)[URL]