[논문]텍스트마이닝을 통한 10년간 소비자 세탁행동 요구의 변화

김하빈

doi:10.12940/jfb.2024.28.2.139

텍스트마이닝을 통한 10년간 소비자 세탁행동 요구의 변화
A Decade of Shifting Consumer Laundry Needs Through Text Mining Analysis 원문보기

패션비즈니스 = Fashion business, v.28 no.2, 2024년, pp.139 - 151

김하빈 (서울대학교, 생활과학연구소)

Abstract ▼ AI-Helper

In recent years, consumer clothing behaviors have undergone significant changes due to global phenomena such as climate change, pandemics, and advances in IT technology. Laundry behaviors closely connected to how consumers handle clothes and their clothing lifecycle have also experienced considerable transformations. However, research on laundry behavior has been limited despite its importance in understanding consumer clothing habits. This study employed text mining analysis of social data spanning the past decade to explore overall trends in consumer laundry behavior, aiming to understand key topics of interest and changes over time. Through LDA topic modeling analysis, nine topics were identified. They were grouped into subjects, targets, methods, and reasons related to laundry. Analyzing relative frequencies of keywords for each topic group revealed evolving consumer laundry behavior in response to societal changes. Over time, laundry behavior showed a dispersal of agents and locations, increased diversification of laundry targets, and a growing interest in various methods and reasons for doing laundry. This research sheds light on the broader context of laundry behavior, offering a more comprehensive understanding of consumer attitudes and perceptions than previous studies. It underscores the significance of laundry as a daily, socio-cultural aspect of our lives. Additionally, this study identifies changing customer values and suggests improvements and strategic branding for laundry services, providing practical implications.

주제어

표/그림 (3)

표 Table 1. Numbers of Collected Documents by Year
표 Table 2. Laundry-related Topics From 2014 To 2023 (LDA Topic Modeling)
그림 Figure 1. Changes In Major Laundry-related Topics Over the Past Ten Years (drawn by author)

참고문헌 (51)

Ajzen, I., & Fishbein, M. (1975). A bayesian analysis of？attribution processes. Psychological Bulletin, 82(2), 261.？doi:10.1037/h0076477

상세보기
Agostino, D., Arnaboldi, M., & Lema, M. D. (2021).？New development: COVID-19 as an accelerator of？digital transformation in public service delivery. Public？Money & Management, 41(1), 69-72. doi:10.1080/09540962.2020.1764206

상세보기
Annaldewar, B. N., Jadhav, N. C., & Jadhav, A. C.？(2021). Impact of COVID-19 on sustainability in？textile & clothing sectors. Environmental Sustainability？and Sustainable Development Goals, 93-116.？doi:10.1007/978-981-16-3860-2_4
Bae, J. S., Cho, E. Y., & Park, E. H.(2001). Behavior on clothes care of female consumers by lifestyle groups.？Journal of the Korean Home Economics Association, 39(6), 1-13.
Callon, M., Courtial, J. P., Turner, W. A., & Bauin, S.？(1983). From translations to problematic networks :？An introduction to co-word analysis. Social Science？Information, 22(2), 191-235. doi:10.1177/053901883022002003

상세보기
Ceballos, D. M., Fellows, K. M., Evans, A. E.,？Janulewicz, P. A., Lee, E. G., & Whittaker, S. G.？(2021). Perchloroethylene and dry cleaning: It's time？to move the industry to safer alternatives. Frontiers in？Public Health, 9, 638082. doi:10.3389/fpubh.2021.638082

상세보기
Cheewapattananukul, N., Saengnoree, A., & Deebhijarn,？S. (2023). Laundry care products consumer loyalty: A？structural equation model analysis. Journal of？Namibian Studies: History Politics Culture, 34,？4575-4609.
Cho, J. H.(2023. November 10). '한국패션시장 규모 2024년 51조 3천억'['Korean fashion market size: KRW？51.3 trillion in 2024']. ITNK, Retrieved April 10,？2024, from https://www.itnk.co.kr/news/articleView.html?idxno72482
Douglas, M. (2003). Ritual Uncleanliness. Culture:？Critical Concepts in Sociology, (297). London:？Routledge.
Febriyan, A., & Putro, U. S. (2023, October). Effect？influencing factor toward brand loyalty in online？platform laundry service. In Conference Proceedings？International Conference on Education Innovation and？Social Science (pp. 650-656). Indonesia: OJS/PKP.
Gatersleben, B., & Vlek, C. (1998). Household？consumption, quality of life, and environmental？impacts: A psychological perspective and empirical？study. In A. J. M. Schoot Uiterkamp, & K. J.？Noorman (Eds.), Green households? (pp. 141 - 183).？London: Routledge.
Godin, L., Laakso, S., & Sahakian, M. (2020). Doing？laundry in consumption corridors: Wellbeing and？everyday life. Sustainability: Science, Practice and？Policy, 16(1), 99-113. doi:10.1080/15487733.2020.1785095

상세보기
Hadinata, T., Aima, H., & Syah, T. Y. R. (2023).？Financial planning PT. Luxury indah jaya "premium？laundry services". Journal of Social Science, 4(6),？2345-2445. doi:10.46799/jss.v4i6.723
Han, J., Kang, J. H., & Lee, Y. J. (2021). 'O2O 세탁 서비스 이용자의 라이프스타일과 서비스 관련 지각 및 태도 분석'[Analysis of O2O laundry service users'？lifestyle and service-related perceptions and attitudes].？In Conference Proceedings Korean Society of？Consumer Studies, (pp. 87-92). Seoul: Korean Society？of Consumer Studies.
Hong, P., Ahn, N. Y., & Jung, E. (2023). Linkage role？of ICT and big data in COVID-19: A case of？Korea's digital and social communication practices.？Journal of Information, Communication and Ethics in？Society, 21(2), 161-180. doi:10.1108/jices-02-2022-0020

상세보기
Jack, T. (2013). Nobody was dirty: Intervening in？inconspicuous consumption of laundry routines.？Journal of Consumer Culture, 13(3), 406-421.？doi:10.1177/1469540513485272

상세보기
Jelodar, H., Wang, Y., Yuan, C., Feng, X., Jiang, X., Li,？Y., & Zhao, L. (2019). Latent dirichlet allocation？(LDA) and topic modeling: Models, applications, a survey. Multimedia Tools and Applications, 78,？15169-15211. doi:10.1007/s11042-018-6894-4

상세보기
Jeon, M. J. (2023, Feburary 20). 옷이 일회용이 되어버린？시대, 패스트 패션에 대한 고찰[An era in which clothes？have become disposable: a look at fast fashion].？Environmental News, Retrieved March 10, 2024 from？https://www.fksm.co.kr/m/view.php?idx61894&mcode.
Ju, J., & Shim, J. (2023). Analysis of washing needs of consumers using text mining : Focusing on Q&A？from Naver's knowledge-in. Korean Journal of？Human Ecology, 32(5), 609-620, doi:10.5934/kjhe.2023.32.5.609

상세보기
Kang, M. H. (2020). Influences of continuance intention？and past behavior on active users' knowledge sharing？continuance and frequency: Naver knowledge-in case. Knowledge Management Research, 21(3), 67-87.？doi:10.15813/kmr.2020.21.3.004

원문보기 상세보기
Kim, K. H. (2023). '가전에서 스마트 홈 솔루션으로, LG전자 'UP 가전 2.0' 공개'['From home appliances to？smart home solutions, LG electronics unveils 'UP？home appliances 2.0']. YONHAP NEWS. Retrieved？March 10, 2024 from https://www.yna.co.kr/view/AKR20230725031200003?input1195m
Kim, M. S.(2024, April 03). '1인.맞벌이 가구'덕에 사상최대 실적 쓴 크린토피아[Cleantopia achieves record-high？performance thanks to 'single-person and dual-income？households']. News 1. Retrieved April 10, 2024 from？https://www.news1.kr/articles/?5371444
Kim, T. M. (2015). Study on the laundry behavior？according to the number of household and the type？of washer. The Research Journal of the Costume？Culture, 23(6), 1082-1096.
Koo, Y. S. (2023). Trend analysis on clothing care system of consumer from big data. The Korean？Fashion and Textile Research Journal, 22(5), 639-649. doi:10.5805/sfti.2020.22.5.639

원문보기 상세보기
Kostat (2023, December 12). 2023 통계로 보는 1인가구？[One-person household according to 2023 statistics],？Kostat. Retrieved January 5, 2024 form？https://kostat.go.kr/board.es?mida10301010000&bid10820&list_no428414&actview&mainXmlY
Kruschwitz, A., Karle, A., Schmitz, A., & Stamminger, R.？(2014). Consumer laundry practices in Germany.？International Journal of Consumer Studies, 38(3),？265-277. doi:10.1111/ijcs.12091

상세보기
Laitala, K., Boks, C., & Klepp, I. G. (2011). Potential？for environmental improvements in laundering.？International Journal of Consumer Studies, 35(2),？254-264. doi:10.1111/j.1470-6431.2010.00968.x

상세보기
Laitala, K., Klepp, I. G., Kettlewell, R., & Wiedemann,？S. (2020). Laundry care regimes: Do the practices of？keeping clothes clean have different environmental？impacts based on the fibre content?. Sustainability,？12(18), 7537. doi:10.3390/su12187537

상세보기
Lee, H. S., Lee, J. K., Kim, S. K., & Lee, H. J.(2003). A？study on the laundry behavior of university students.？Journal of Home Economics Education Research,？16(3), 147-161.
Lee, S. Y., & Shim, H. S. (2021). Clothing management？behavior and care label use of college students. The？Korean Fashion and Textile Research Journal, 23(6),？852-859. doi:10.5805/SFTI.2021.23.6.852

원문보기 상세보기
Miilunpalo, S. M., & Raisanen, R. (2019). Clean laundry？with pure conscience: A study on laundry practices？among Finnish consumers. International Journal of？Consumer Studies, 43(2), 153-165. doi:10.1111/ijcs.12493

상세보기
Moon, D., Amasawa, E., & Hirao, M. (2020). Consumer？motivation and environmental impact of laundry？machine-sharing: Analysis of surveys in Tokyo and？Bangkok. Sustainability, 12(22), 9756. doi:10.3390/su12229756

상세보기
Moon, H. K., & Kim, S. W. (2022). Consumer？characteristics and acceptance intention according to？consumers' perceived risk of smart washing machines.？The Korean Society of Costume, 72(2), 75-95.？doi:10.7233/jksc.2022.72.2.075

상세보기
Moon, H., K., & Kim, S. W. (2023). What do smart？home appliance users expect from smart washing？machines? : A qualitative exploration of predictive？expectations for smart washing machines. Journal of？the Korean Society of Clothing and Textiles, 47(1),？85-109. doi:10.5850/jksct.2023.47.1.85

원문보기 상세보기
Moon, T. H., Chae, Y., Lee, D. S., Kim, D. H., & Kim,？H. G. (2021). Analyzing climate change impacts on health, energy, water resources, and biodiversity？sectors for effective climate change policy in South？Korea. Scientific Reports, 11(1), 18512.
Mylan, J., & Southerton, D. (2018). The social ordering？of an everyday practice: The case of laundry.？Sociology, 52(6), 1134-1151. doi:10.1177/0038038517722932

상세보기
Olander, F., & Thogersen, J. (1995). Understanding of consumer behaviour as a prerequisite for？environmental protection. Journal of Consumer Policy,？18, 345-385. doi:10.1007/bf01024160

상세보기
Olivera-La Rosa, A., Chuquichambi, E. G., & Ingram,？G. P. (2020). Keep your (social) distance: Pathogen concerns and social perception in the time of？COVID-19. Personality and Individual Differences,？166, 110200. doi:10.1016/j.paid.2020.110200

상세보기
Pakula, C., & Stamminger, R. (2010). Electricity and？water consumption for laundry washing by washing？machine worldwide. Energy Efficiency, 3, 365-382.？doi:10.1007/s12053-009-9072-8

상세보기
Pink, S. (2005). Dirty laundry. Everyday practice, sensory？engagement and the constitution of identity. Social？Anthropology, 13(3), 275-290. doi:10.1111/j.1469-8676.2005.tb00391.x

상세보기
Pink, S., Mackley, K. L., & Morosanu, R. (2015).？Hanging out at home: Laundry as a thread and？texture of everyday life. International Journal of？Cultural Studies, 18(2), 209-224. doi:10.1177/1367877913508461

상세보기
Poiesz, T. B., & Robben, H. S. (1996). Advertising？effects under different combinations of motivation,？capacity, and opportunity to process information.？Advances in Consumer Research, 23(1).
Rawal, Y. S., Pal, S., Bagchi, P., & Dani, R. (2020).？Hygiene and safety: A review of the hotel industry in？the era of COVID-19 pandemic. Bioscience？Biotechnology Research Communications, 13(10),？79-83.
Roh. E. K. (2019). A study on the washing and？satisfaction of newborn clothing : Focused on？innerwear. The Korean Fashion and Textile Research？Journal, 21(2), 237-243. doi:10.5805/SFTI.2019.21.2.237

원문보기 상세보기
Salloum, S. A., Al-Emran, M., & Shaalan, K. (2017).？Mining social media text: Extracting knowledge from？Facebook. International Journal of Computing and？Digital, 6(2), 73-81. doi:10.12785/ijcds/060203

상세보기
Seong, H. Y., & Lee, J. S. (2010). The effect of washing？machine type on the behavior of clothing management？and consumer satisfaction. The Korean Fashion and？Textile Research Journal, 12(3), 389-397. doi:10.5805/ksci.2010.12.3.389

원문보기 상세보기
Shen, L., & Wilkoff, S. (2022). Cleanliness is next to？income: The impact of COVID-19 on short-term？rentals. Journal of Regional Science, 62(3), 799-829.？doi:10.1111/jors.12581

상세보기
Stern, P. C. (1992). Psychological dimensions of global？environmental change. Annual Review of Psychology,？43(1), 269-302. doi:10.1146/annurev.psych.43.1.269
Watson, V. (2014). African urban fantasies: Dreams or nightmares?. Environment and Urbanization, 26(1),？215-231. doi:10.1177/0956247813513705

상세보기
Wee, J., Lee, Y. J., & Jung, H. J. (2021). A study on sustainable laundry behavior-comparison between？Korean and European consumers. Journal of the？Korean Society of Clothing and Textiles, 45(3),？525-545. doi:10.5850/jksct.2021.45.3.525

원문보기 상세보기
Yates, L., & Evans, D. (2016). Dirtying linen: Re-evaluating the sustainability of domestic laundry.？Environmental Policy and Governance, 26(2), 101-115.？doi:10.1002/eet.1704

상세보기

표제어: PCR

동의어: Packet Collision Rate

용어 설명 출처 목록 (6)

용어 설명: PCR은 세균 특이성이 있는 primer를 이용하여 적은 수의 세균이 있을지라도 쉽게 검출할 수 있는 유용한 방법이며, 이를 이용하여 구강 내 치면세균막이나 타액에서 직접 세균을 검출할 수 있게 되었다[8].

내보내기 구분	파일저장 인쇄 메일전송
구성항목	기본정보 상세정보 관리번호, 논문명, 저널/프로시딩명, 저자 , 발행년, 권, 호, 시작페이지, 끝페이지, 발행기관 관리번호, 논문명, 대등논문명, 저자 , 저널/프로시딩명, 발행기관, 발행년, 발행언어, 권, 호, 시작페이지, 끝페이지, ISBN, ISSN, 주제분야, 키워드, 초록(한글), 초록(영문), 저자(소속기관)
저장형식	Text(ASCII format) Excel format RefWorks Direct Export RIS format (for Reference Manager, ProCite, EndNote), Scholar's Aids, Mendeley
메일정보	받는사람 (필수) @ 보내는사람 (선택) @ 제목 내용 KISTI 검색결과 이메일 서비스
안내	총 건의 자료가 검색되었습니다. 다운받으실 자료의 인덱스를 입력하세요. (1-10,000) 검색결과의 순서대로 최대 10,000건 까지 다운로드가 가능합니다. 데이타가 많을 경우 속도가 느려질 수 있습니다.(최대 2~3분 소요) 다운로드 파일은 UTF-8 형태로 저장됩니다. 파일의 내용이 제대로 보이지 않을실 때는 웹브라우저 상단의 보기 -> 인코딩 -> 자동선택 여부를 확인하십시오. ~ Text(ASCII format) Excel format

연합인증