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[국내논문] Text Big Data Study on Extracting Topics from the Employee Reviews: Focusing on Exploring the Association with Job Turnover
텍스트 빅데이터 분석을 통한 조직 구성원의 조직 평가 토픽 추출: 이직과 연관성 탐색을 중심으로 원문보기

韓國 心理 學會誌. Korean journal of psychology. 일반, v.41 no.2, 2022년, pp.163 - 196  

Won, Ho-eun ,  Lee, Taehun

초록이 없습니다.

참고문헌 (99)

  1. Aryee, Samuel, Srinivas, E. S., Tan, Hwee Hoon. Rhythms of Life: Antecedents and Outcomes of Work-Family Balance in Employed Parents.. Journal of applied psychology, vol.90, no.1, 132-146.

  2. Aubé, Caroline, Rousseau, Vincent, Morin, Estelle M.. Perceived organizational support and organizational commitment: The moderating effect of locus of control and work autonomy. Journal of managerial psychology, vol.22, no.5, 479-495.

  3. 10.46260/KSLP.22.3.4 Baek, P. G. (2020). Critical Interpretation on Building A Horizontal Organizational Culture Through Flattening Hierarchy. Journal of Corporate Education and Talent Research, 22(3), 89-112. https://kiss.kstudy.com/thesis/thesis-view.asp?key=3825885 

  4. Bair, E., Hastie, T., Paul, D., Tibshirani, R.. Prediction by Supervised Principal Components. Journal of the American Statistical Association, vol.101, no.473, 119-137.

  5. Batt, Rosemary, Valcour, P. Monique. Human Resources Practices as Predictors of Work‐Family Outcomes and Employee Turnover. Industrial relations, vol.42, no.2, 189-220.

  6. Beauregard, T.A., Henry, L.C.. Making the link between work-life balance practices and organizational performance. Human resource management review, vol.19, no.1, 9-22.

  7. Bell, Richard Q.. Retrospective Attitude Studies of Parent-Child Relations. Child development, vol.29, no.3, 323-.

  8. Berry, Michael W.. Large-Scale Sparse Singular Value Computations. The International journal of supercomputer applications, vol.6, no.1, 13-49.

  9. Berry, Michael W., Dumais, Susan T., O'Brien, Gavin W.. Using Linear Algebra for Intelligent Information Retrieval. SIAM review, vol.37, no.4, 573-595.

  10. Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent dirichlet allocation. Journal of machine Learning research, 3, 993-1022. https://dblp.org/rec/journals/jmlr/BleiNJ03 

  11. Cameron, K. S., & Quinn, R. E. (2011). Diagnosing and changing organizational culture: Based on the competing values framework. John Wiley & Sons. 

  12. Chang, Jae Yoon, Choi, Yeon Jae, Kang, Ji-Yeon. An Exploratory Analysis of Domestic ICT Workers’ Dissatisfaction with their Jobs and Differences between Former and Incumbent Employees: Application of Topical Modeling. 韓國 心理 學會誌. Korean journal of psychology. 일반, vol.39, no.3, 445-480.

  13. Choi, Jinwook, Shin, Dongwon, Lee, Hanjun. Turnover rate prediction among IT firms according to job satisfaction and dissatisfaction factors: Using topic modeling and machine learning. Journal of the Korean Data & Information Science Society = 한국데이터정보과학회지, vol.32, no.5, 1035-1047.

  14. Claessens, Brigitte J. C., Van Eerde, Wendelien, Rutte, Christel G., Roe, Robert A.. Planning behavior and perceived control of time at work. Journal of organizational behavior, vol.25, no.8, 937-950.

  15. 10.5465/amr.1986.4282625 

  16. Deci, Edward L., Ryan, Richard M.. Self-determination theory: A macrotheory of human motivation, development, and health.. Canadian psychology = Psychologie canadienne, vol.49, no.3, 182-185.

  17. DeMaio, T. J. (1984). Social desirability and survey measurement: A review. In C. F. Turner & E. Martin (Eds.), Surveying subjective phenomena (Vol. 2, pp. 257-281). New York: Russell Sage Foundation. 

  18. Denison, Daniel R.. Whatisthe Difference Between Organizational Culture and Organizational Climate? A Native's Point of View on a Decade of Paradigm Wars. The Academy of management review, vol.21, no.3, 619-654.

  19. Dockery, A. M., & Barns, A. (2005). Who’d be a nurse?: Some evidence on career choice in Australia. Australian Bulletin of Labour, 31(4), 350-383. https://search.informit.org/doi/abs/10.3316/ielapa.010987174065369 

  20. Dumais, Susan T.. Latent semantic analysis. Annual review of information science and technology, vol.38, no.1, 188-230.

  21. Eisenberger, Robert, Huntington, Robin, Hutchison, Steven, Sowa, Debora. Perceived organizational support.. Journal of applied psychology, vol.71, no.3, 500-507.

  22. Evangelopoulos, Nicholas, Zhang, Xiaoni, Prybutok, Victor R. Latent Semantic Analysis: five methodological recommendations. European journal of information systems : an official journal of the Operational Research Society, vol.21, no.1, 70-86.

  23. Farrar, Donald E., Glauber, Robert R.. Multicollinearity in Regression Analysis: The Problem Revisited. The review of economics and statistics, vol.49, no.1, 92-.

  24. Fayyazi, Marjan, Aslani, Farshad. The Impact of Work-Life Balance on Employees’ Job Satisfaction and Turnover Intention; the Moderating Role of Continuance Commitment. International letters of social and humanistic sciences, vol.51, 33-41.

  25. Feinerer, I., & Hornik, K. (2020). tm: Text Mining Package. R package version 0.7-8. https://CRAN.R-project.org/package=tm 

  26. Filieri, Raffaele, Galati, Francesco, Raguseo, Elisabetta. The impact of service attributes and category on eWOM helpfulness: An investigation of extremely negative and positive ratings using latent semantic analytics and regression analysis. Computers in human behavior, vol.114, 106527-.

  27. 10.1037/e518712013-236 

  28. Gagné, Marylène, Deci, Edward L.. Self-determination theory and work motivation. Journal of organizational behavior, vol.26, no.4, 331-362.

  29. 10.5296/jmr.v3i2.619 

  30. Graham, Michael H.. CONFRONTING MULTICOLLINEARITY IN ECOLOGICAL MULTIPLE REGRESSION. Ecology, vol.84, no.11, 2809-2815.

  31. Guest, David E.. Perspectives on the Study of Work-life Balance. Social science information, vol.41, no.2, 255-279.

  32. Guo, Y., Barnes, S.J., Jia, Q.. Mining meaning from online ratings and reviews: Tourist satisfaction analysis using latent dirichlet allocation. Tourism management, vol.59, 467-483.

  33. Han, G. S., & Shin, S. J. (1999). A Cultural Profile of Korean Society: From Vertical Collectivism to Horizontal Individualism. Korean Journal of Social and Personality Psychology, 13(2), 293-310. https://www.dbpia.co.kr/Journal/articleDetail?nodeId=NODE06373078 

  34. Hastie, T. & Tibshirani, R. (1990), Generalized Additive Models, Chapman and Hall. 

  35. 10.3115/1034678.1034679 

  36. 10.1145/312624.312649 

  37. 10.4135/9781506336985 

  38. Kang, Hyungsuc, Yang, Janghoon. The Analogy Test Set Suitable to Evaluate Word Embedding Models for Korean. 디지털콘텐츠학회 논문지 = Journal of Digital Contents Society, vol.19, no.10, 1999-2008.

  39. Kim, C. T., & Lee, T. H. (2002). Brain and Cognitive Modelling: Text categorization using extended Latent Semantic Analysis. Korean Journal of Cognitive and Biological Psychology, 14(4), 309-319. https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06374318 

  40. Kim, C. W., & Park, C. Y. (2008). A Study on the Development of a ‘Work-Life Balance’ Scale. Journal of Leisure Studies, 5(3), 53-69. https://dx.doi.org/10.22879/slos.2008.5.3.53 

  41. Kim, Seok Hee. 대학 체육문화에 관한 성찰. 한국사회체육학회지 = Journal of sport and leisure studies, vol.23, 29-40.

  42. Kim, J. H., & Kudo, T. (2018). RcppMeCab: ‘rcpp’ Wrapper for ‘mecab’ Library. R package version 0.0.1.2. https://CRAN.R-project.org/package=RcppMeCab 

  43. Kim, J. Y. (2004). A Critical Review on the Studies of Organizational Culture, Korean Journal of Resources Development, 6(1), 123-143. https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE00696415 

  44. 김성천,, Jinkook Tak,. A Study on the Influence of Role overload and Work-family Conflict on Job Stress: Mediating Role of Perceived Control of Time. 韓國心理學會誌 : The Korean journal of health psychology. 健康, vol.15, no.1, 35-49.

  45. Kim, UiJong, Heo, ChangGoo. The Influence of Worker’s Work-Life Balance on Family, Organization and Individual. 韓國心理學會誌 : The Korean journal of industrial and organizational psychology/ 産業 및 組織, vol.33, no.3, 267-296.

  46. Kosinski, Michal, Wang, Yilun, Lakkaraju, Himabindu, Leskovec, Jure. Mining big data to extract patterns and predict real-life outcomes.. Psychological methods, vol.21, no.4, 493-506.

  47. Kulkarni, Shailesh S., Apte, Uday M., Evangelopoulos, Nicholas E.. The Use of Latent Semantic Analysis in Operations Management Research. Decision sciences, vol.45, no.5, 971-994.

  48. 10.1002/9781119282105 

  49. 10.4324/9780203936399 

  50. Landauer, Thomas K., Dumais, Susan T.. A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.. Psychological review, vol.104, no.2, 211-240.

  51. Landauer, Thomas K, Foltz, Peter W., Laham, Darrell. An introduction to latent semantic analysis. Discourse processes, vol.25, no.2, 259-284.

  52. Landauer, Thomas K., Laham, Darrell, Derr, Marcia. From paragraph to graph: Latent semantic analysis for information visualization. Proceedings of the National Academy of Sciences of the United States of America, vol.101, no.suppl1, 5214-5219.

  53. Landauer, T. K., Laham, D., Rehder, B., & Schreiner, M. E. (1997). How well can passage meaning be derived without using word order? A comparison of Latent Semantic Analysis and humans. In Proceedings of the 19th annual meeting of the Cognitive Science Society, 412-417. http://lsa.colorado.edu/papers/cogsci97.pdf 

  54. Lee, D. H. (1995). A Study on the Determinants of Work Ethic: The Influence of Personal Characteristics, Socialization, and Job-related Characteristics. Korean management review, 24(3), 265-300. https://www.dbpia.co.kr/Journal/articleDetail?nodeId=NODE06078905 

  55. Lee, J. S., Kim, S. G., & Kang, J. Y. (2017). A Study on Job Satisfaction/Retention Factors and Job Unsatisfaction/Turnover Factors by Industries using Job Reviews. Journal of Information Technology Services, 16(1), 1-26. https://doi.org/10.9716/KITS.2017.16.1.001 

  56. Lee, Jae-Wan, Kang, Hye-jin. Work-Life Balance and Life Satisfaction (Part 1): Focused on Generation Differences. 지방정부연구, vol.22, no.3, 267-291.

  57. Lee, K. E., & Koo, K. M. (2002). The Impacts of Career Opportunities in Organization-Inside and Outside on Job Attitudes among Air Force Pilots. Korean Journal of Human Resources Development, 4(1), 77-95. https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE00492385 

  58. 10.14396/jhrmr.2015.22.2.147 

  59. Lee, S. Y., & Kim, H. S. (2007) Effects of Supervisory Communication on Job Stress, Burnout and Turnover Intention: Focusing on American Social Workers. Journal of Communication Science, 7(2), 373-401. https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART001062396 

  60. Lee, T. H., & Kim., C. T. (2004). Representation of ambiguous word in Latent Semantic Analysis. Korean Journal of Cognitive Science, 15(2), 23-31. https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiI d=ART000934919 

  61. Lee, Y. S. (2021. Sep. 17). These days employees who speak with “real voice” in “anonymous workplace community”… 47.9% said an anonymous community is essential. DAILY POP. https://www.dailypop.kr/news/articleView.html?idxno=54254 

  62. Liu, Dong, Zhang, Shu, Wang, Lei, Lee, Thomas W.. The effects of autonomy and empowerment on employee turnover: Test of a multilevel model in teams.. Journal of applied psychology, vol.96, no.6, 1305-1316.

  63. Lucini, Filipe R., Tonetto, Leandro M., Fogliatto, Flavio S., Anzanello, Michel J.. Text mining approach to explore dimensions of airline customer satisfaction using online customer reviews. Journal of air transport management, vol.83, 101760-.

  64. Lund, Daulatram B.. Organizational culture and job satisfaction. The journal of business & industrial marketing, vol.18, no.3, 219-236.

  65. Luo, N., Zhou, Y., & Shon, J. (2016). Employee satisfaction and corporate performance: Mining employee reviews on glassdoor.com. In Proceedings of the 37th International Conference on Information Systems. https://core.ac.uk/download/pdf/301370386.pdf 

  66. Macan, Therese Hoff. Time-Management Training: Effects on Time Behaviors, Attitudes, and Job Performance. The Journal of psychology, vol.130, no.3, 229-236.

  67. Macan, Therese H., Shahani, Comila, Dipboye, Robert L., Phillips, Amanda P.. College students' time management: Correlations with academic performance and stress.. Journal of educational psychology, vol.82, no.4, 760-768.

  68. Maertz Jr., Carl P.. Eight Motivational Forces and Voluntary Turnover: A Theoretical Synthesis with Implications for Research. Journal of management, vol.30, no.5, 667-683.

  69. Min, Kyungsun. Leisure and Life Satisfaction among the Work-Life Balance Generation. 한국웰니스학회지, vol.13, no.3, 377-388.

  70. 10.5465/amr.1982.4285493 

  71. Moon, Y. M., & Hong, J. P. (2017). Youth Employees Turnover Determinants by Business Scale and Wage Effects. Korean Journal of Labor Studies, 23(2), 195-230. https://kiss.kstudy.com/thesis/thesis-view.asp?key=3531679 

  72. MSS. (2021). Basic Statistics on SME in 2019. MSS: No. 142019. https://www.mss.go.kr/site/smba/ex/bbs/View.do?cbIdx=86&bcIdx=1029655&parentSeq=1029655 

  73. Na, E. Y., & Cha, Y. R. (2010). Trends of Value Changes in Korea: Based on 1979 1998 and 2010 Surver Data. Korean Journal of Social and Personality Psychology, 24(4), 63-93. https://www.dbpia.co.kr/journal/articleDetail?nod eId=NODE06373382 

  74. Ordenes, Francisco Villarroel, Theodoulidis, Babis, Burton, Jamie, Gruber, Thorsten, Zaki, Mohamed. Analyzing Customer Experience Feedback Using Text Mining : A Linguistics-Based Approach. Journal of service research : JSR, vol.17, no.3, 278-295.

  75. Park, J. S. (2006). The Casual Relationship between Public Hospital Nurses’ Perception of Organizational Culture Types and Job Satisfaction and Turnover Intention. Health and Social Science, 19(1), 97-118. https://kmbase.medric.or.kr/KMID/0904520060190010097 

  76. Qiu, Y., & Mei, J. (2019). RSpectra: Solvers for large-scale Eigenvalue and SVD problems. R package version 0.16-0. https://CRAN.R-project.org/package=RSpectra 

  77. Roberts, Margaret E., Stewart, Brandon M., Tingley, Dustin, Lucas, Christopher, Leder‐Luis, Jetson, Gadarian, Shana Kushner, Albertson, Bethany, Rand, David G.. Structural Topic Models for Open‐Ended Survey Responses. American journal of political science, vol.58, no.4, 1064-1082.

  78. Ryan, Richard M., Deci, Edward L.. Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. Contemporary educational psychology, vol.25, no.1, 54-67.

  79. 10.1515/9783110252903.161 

  80. 10.1080/07294360.2012.680209 

  81. Sedgwick, P.. Retrospective cohort studies: advantages and disadvantages. BMJ : British medical journal, vol.348, g1072-g1072.

  82. Sidorova,, Evangelopoulos,, Valacich,, Ramakrishnan,. Uncovering the Intellectual Core of the Information Systems Discipline. MIS quarterly : management information systems, vol.32, no.3, 467-.

  83. Singh, Parbudyal, Loncar, Natasha. Pay Satisfaction, Job Satisfaction and Turnover Intent. Relations industrielles = Industrial relations, vol.65, no.3, 470-490.

  84. Sobkowicz, P., Kaschesky, M., Bouchard, G.. Opinion mining in social media: Modeling, simulating, and forecasting political opinions in the web. Government information quarterly, vol.29, no.4, 470-479.

  85. Stamolampros, Panagiotis, Korfiatis, Nikolaos, Chalvatzis, Konstantinos, Buhalis, Dimitrios. Job satisfaction and employee turnover determinants in high contact services: Insights from Employees’Online reviews. Tourism management, vol.75, 130-147.

  86. Stewart, G. L., & Brown, K. G. (2019). Human resource management. John Wiley & Sons. 

  87. 서용한. 자기주도적 경력과 경력성공 간 관계 연구 -경력전략으로서의 경력단절을 중심으로-. 경영과 정보연구 = Management & information systems review, vol.35, no.2, 13-26.

  88. Sullivan, Sherry E., Baruch, Yehuda. Advances in Career Theory and Research: A Critical Review and Agenda for Future Exploration. Journal of management, vol.35, no.6, 1542-1571.

  89. Swets, JA. Measuring the accuracy of diagnostic systems. Science, vol.240, no.4857, 1285-1293.

  90. Teoh, Siew Hong. The promise and challenges of new datasets for accounting research. Accounting, organizations and society, vol.68, 109-117.

  91. Thurstone, L. L. (1947). Multiple factor analysis. Chicago: University of Chicago Press. 

  92. Visinescu, L.L., Evangelopoulos, N.. Orthogonal rotations in latent semantic analysis: An empirical study. Decision support systems, vol.62, 131-143.

  93. Wolfe, Michael B. W., Goldman, Susan R.. Use of latent semantic analysis for predicting psychological phenomena: Two issues and proposed solutions. Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc, vol.35, no.1, 22-31.

  94. Woo, K. J., & Jung, S. H. (2019). Comparison of Korean Morphology Analyzers According to the Types of Sentence. In Proceedings of the Korean Information Science Society Conference, 1388-1390. https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE09301942 

  95. Wood. (2020). mgcv: Mixed GAM Computation Vehicle with Automatic Smoothness Estimation. R package version 1.8-40. https://CRAN.R-project.org/package=mgcv 

  96. Hyun-Sun Chung,, Park,Dong-Kun,, Hyun-Chul Yang,. The Study on the Relationship of Workplace Flexibility and Turnover Intention and Innovative Work Behavior: Based on Meditating Effect of Work-growth Balance, Perceived Organizational Support and Moderating Effect of Self-leadership. 韓國心理學會誌 : The Korean journal of industrial and organizational psychology/ 産業 및 組織, vol.26, no.1, 149-176.

  97. Yang, Hyun-Lim, Chang, Tai-Woo, Choi, Yerim. Exploring the Research Trend of Smart Factory with Topic Modeling. Sustainability, vol.10, no.8, 2779-.

  98. Zhang, Yanjuan. A Review of Employee Turnover Influence Factor and Countermeasure. Journal of human resource and sustainability studies, vol.4, no.2, 85-91.

  99. Zhu, Mu, Ghodsi, Ali. Automatic dimensionality selection from the scree plot via the use of profile likelihood. Computational statistics & data analysis, vol.51, no.2, 918-930.

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