{"title":"Effect of social media analytics on firm performance: the moderating role of entrepreneurial orientation","authors":"Worachet Onngam, Peerayuth Charoensukmongkol","doi":"10.1108/jabs-01-2023-0040","DOIUrl":null,"url":null,"abstract":"<h3>Purpose</h3>\n<p>The purpose of this study was to analyze the effects of social media analytics on firm performance using a sample of small and medium enterprises (SMEs) in Thailand. This study also investigated whether entrepreneurial orientation (EO) moderated the effects of social media analytics on firm performance.</p><!--/ Abstract__block -->\n<h3>Design/methodology/approach</h3>\n<p>This study used SMEs listed in the Department of Business Development of Thailand as the sampling frame. Probability sampling was used to draw the sample. A questionnaire survey was used to collect data from 334 firms. The data were analyzed using partial least squares structural equation modeling.</p><!--/ Abstract__block -->\n<h3>Findings</h3>\n<p>The results supported the positive association between social media analytics practices on firm performance. Moreover, this study found that EO moderated this association significantly. In particular, the positive association between social media analytics practices on firm performance was higher for firms that exhibit a high EO than those that exhibit a low EO. This result indicated that firms that implement social media analytics practices achieved higher performance when they exhibited a high EO.</p><!--/ Abstract__block -->\n<h3>Practical implications</h3>\n<p>Social media data analytics should be implemented to strengthen the technological competence of firms. Moreover, firms should integrate EO practices into their implementation of social media analytics to increase their ability to generate substantial improvements in their strategic implementation, thereby enabling them to gain sustainable competitiveness in their market.</p><!--/ Abstract__block -->\n<h3>Social implications</h3>\n<p>Because SMEs are the driving force for economic growth and development in Thailand, their ability to achieve higher performance when they effectively integrate EO practices into their implementation of social media data analytics could be beneficial for the sustainable development of Thailand, especially in the current data-driven era.</p><!--/ Abstract__block -->\n<h3>Originality/value</h3>\n<p>The result that EO moderates the effect in enhancing social media analytics practices’ influence on firm performance provides new knowledge that extends the boundary of research on this topic. The authors provided a theoretical explanation to clarify the way the implementation of social media analytics practices should be integrated with EO to increase the level of performance that firms achieve from such practices.</p><!--/ Abstract__block -->","PeriodicalId":46138,"journal":{"name":"Journal of Asia Business Studies","volume":null,"pages":null},"PeriodicalIF":2.3000,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Asia Business Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jabs-01-2023-0040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose
The purpose of this study was to analyze the effects of social media analytics on firm performance using a sample of small and medium enterprises (SMEs) in Thailand. This study also investigated whether entrepreneurial orientation (EO) moderated the effects of social media analytics on firm performance.
Design/methodology/approach
This study used SMEs listed in the Department of Business Development of Thailand as the sampling frame. Probability sampling was used to draw the sample. A questionnaire survey was used to collect data from 334 firms. The data were analyzed using partial least squares structural equation modeling.
Findings
The results supported the positive association between social media analytics practices on firm performance. Moreover, this study found that EO moderated this association significantly. In particular, the positive association between social media analytics practices on firm performance was higher for firms that exhibit a high EO than those that exhibit a low EO. This result indicated that firms that implement social media analytics practices achieved higher performance when they exhibited a high EO.
Practical implications
Social media data analytics should be implemented to strengthen the technological competence of firms. Moreover, firms should integrate EO practices into their implementation of social media analytics to increase their ability to generate substantial improvements in their strategic implementation, thereby enabling them to gain sustainable competitiveness in their market.
Social implications
Because SMEs are the driving force for economic growth and development in Thailand, their ability to achieve higher performance when they effectively integrate EO practices into their implementation of social media data analytics could be beneficial for the sustainable development of Thailand, especially in the current data-driven era.
Originality/value
The result that EO moderates the effect in enhancing social media analytics practices’ influence on firm performance provides new knowledge that extends the boundary of research on this topic. The authors provided a theoretical explanation to clarify the way the implementation of social media analytics practices should be integrated with EO to increase the level of performance that firms achieve from such practices.
目的本研究旨在以泰国中小企业(SMEs)为样本,分析社交媒体分析对企业绩效的影响。本研究还探讨了创业导向(EO)是否调节了社交媒体分析对企业绩效的影响。抽样采用概率抽样法。通过问卷调查收集了 334 家企业的数据。研究结果表明,社交媒体分析实践与企业绩效之间存在正相关。此外,本研究还发现 EO 对这种关联起到了显著的调节作用。特别是,与低 EO 的企业相比,高 EO 的企业在社交媒体分析实践与企业绩效之间的正相关性更高。这一结果表明,实施社交媒体分析实践的企业在表现出高EO时取得了更高的绩效。此外,企业应在实施社交媒体分析的过程中融入EO实践,以提高其大幅改善战略实施的能力,从而使其在市场中获得可持续的竞争力。社会意义由于中小型企业是泰国经济增长和发展的推动力,当它们在实施社交媒体数据分析过程中有效地融入企业运营实践时,它们实现更高绩效的能力将有利于泰国的可持续发展,尤其是在当前数据驱动的时代。 原创性/价值企业运营调节社交媒体分析实践对企业绩效影响的结果提供了新的知识,扩展了该主题的研究范围。作者提供了理论解释,阐明了社交媒体分析实践的实施应如何与企业运营相结合,以提高企业从此类实践中获得的绩效水平。