Comparative Analysis of Employment Effect about Technology-invested SMEs and General SMEs

This study confirmed whether the employment effect of technology-invested SMEs was significantly different from that of general SMEs from an ex post perspective. Through this, the possibility of expanding the employment effect of the technology appraisal model for investment was confirmed. Through propensity score matching, 1,632 technology-invested SMEs and 1,632 general SMEs were ultimately used in the analysis. The employment effect was used in the analysis by dividing it into absolute employment effect (employment growth rate) and relative employment effect (sales employment coefficient). As a result of the analysis, the employment growth rate of technology-invested SMEs was found to be significantly high and continuous. On the other hand, the sales employment coefficient was high and consistent for technology- invested SMEs, but was not statistically significant. Therefore, it was confirmed that the current technology appraisal model for investment is sufficiently expandable in relation to the absolute employment effect (employment growth rate). In addition, as the sales employment coefficient of technology-invested SMEs continues to remain high, the conclusion was drawn that it is possible to secure discrimination in the relative employment effect (sales employment coefficient) by adjusting the appraisal model.

Publication Details

Journal
Korean Production and Operations Management Society
Published
2024-08-31
DOI
https://doi.org/10.32956/kopoms.2024.35.3.277
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
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article

Comparative Analysis of Employment Effect about Technology-invested SMEs and General SMEs

Korean Production and Operations Management Society
Impact of AI and Big Data on Business and Society
article

Comparative Analysis of Employment Effect about Technology-invested SMEs and General SMEs

article en

Abstract

This study confirmed whether the employment effect of technology-invested SMEs was significantly different from that of general SMEs from an ex post perspective. Through this, the possibility of expanding the employment effect of the technology appraisal model for investment was confirmed. Through propensity score matching, 1,632 technology-invested SMEs and 1,632 general SMEs were ultimately used in the analysis. The employment effect was used in the analysis by dividing it into absolute employment effect (employment growth rate) and relative employment effect (sales employment coefficient). As a result of the analysis, the employment growth rate of technology-invested SMEs was found to be significantly high and continuous. On the other hand, the sales employment coefficient was high and consistent for technology- invested SMEs, but was not statistically significant. Therefore, it was confirmed that the current technology appraisal model for investment is sufficiently expandable in relation to the absolute employment effect (employment growth rate). In addition, as the sales employment coefficient of technology-invested SMEs continues to remain high, the conclusion was drawn that it is possible to secure discrimination in the relative employment effect (sales employment coefficient) by adjusting the appraisal model.

Korean Production and Operations Management SocietyVol. 35(3)
Openalex Percentile: Top 80%
Impact of AI and Big Data on Business and Society
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