Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations
This study analyzes online company reviews from JobPlanet using TF-IDF analysis and LDA topic modeling to explore factors influencing job satisfaction in Korea. By comparing the reviews from employees at small and medium-sized enterprises (SMEs) and large corporations on the advantages and disadvant...
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| Format: | Article |
| Language: | English |
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Elsevier
2024-11-01
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| Series: | International Journal of Information Management Data Insights |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2667096824000570 |
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| _version_ | 1846125011179405312 |
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| author | Minkyu Kang Hyosook Yim |
| author_facet | Minkyu Kang Hyosook Yim |
| author_sort | Minkyu Kang |
| collection | DOAJ |
| description | This study analyzes online company reviews from JobPlanet using TF-IDF analysis and LDA topic modeling to explore factors influencing job satisfaction in Korea. By comparing the reviews from employees at small and medium-sized enterprises (SMEs) and large corporations on the advantages and disadvantages, it aims to gain insights into enhancing SMEs' competitiveness regarding employee job satisfaction.The analysis shows that large corporation employees valued personal growth and mutual respect but cited excessive workload as a significant drawback. SME employees appreciated smooth communication and flexible leave but noted unilateral work, long hours, and lack of shared vision. The study concludes that a horizontal organizational culture and opportunities for personal growth significantly impact job satisfaction beyond salary and benefits. SMEs can improve competitiveness by fostering a clear corporate vision, a horizontal culture, and personal growth opportunities. |
| format | Article |
| id | doaj-art-3dc2f0183edc46c2a83a9c03149808c2 |
| institution | Kabale University |
| issn | 2667-0968 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | International Journal of Information Management Data Insights |
| spelling | doaj-art-3dc2f0183edc46c2a83a9c03149808c22024-12-13T11:07:01ZengElsevierInternational Journal of Information Management Data Insights2667-09682024-11-0142100268Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporationsMinkyu Kang0Hyosook Yim1(03767) aSSIST University, 46, Ewhayeodae 2-gil, Seodaemun-gu, Seoul, Republic of KoreaCorresponding author.; (03767) aSSIST University, 46, Ewhayeodae 2-gil, Seodaemun-gu, Seoul, Republic of KoreaThis study analyzes online company reviews from JobPlanet using TF-IDF analysis and LDA topic modeling to explore factors influencing job satisfaction in Korea. By comparing the reviews from employees at small and medium-sized enterprises (SMEs) and large corporations on the advantages and disadvantages, it aims to gain insights into enhancing SMEs' competitiveness regarding employee job satisfaction.The analysis shows that large corporation employees valued personal growth and mutual respect but cited excessive workload as a significant drawback. SME employees appreciated smooth communication and flexible leave but noted unilateral work, long hours, and lack of shared vision. The study concludes that a horizontal organizational culture and opportunities for personal growth significantly impact job satisfaction beyond salary and benefits. SMEs can improve competitiveness by fostering a clear corporate vision, a horizontal culture, and personal growth opportunities.http://www.sciencedirect.com/science/article/pii/S2667096824000570Job satisfactionSMEsText miningCorporate culture |
| spellingShingle | Minkyu Kang Hyosook Yim Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations International Journal of Information Management Data Insights Job satisfaction SMEs Text mining Corporate culture |
| title | Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations |
| title_full | Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations |
| title_fullStr | Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations |
| title_full_unstemmed | Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations |
| title_short | Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations |
| title_sort | unveiling employee perspectives a comparative analysis of online reviews on korean smes and large corporations |
| topic | Job satisfaction SMEs Text mining Corporate culture |
| url | http://www.sciencedirect.com/science/article/pii/S2667096824000570 |
| work_keys_str_mv | AT minkyukang unveilingemployeeperspectivesacomparativeanalysisofonlinereviewsonkoreansmesandlargecorporations AT hyosookyim unveilingemployeeperspectivesacomparativeanalysisofonlinereviewsonkoreansmesandlargecorporations |