Digital skills and performance of small businesses in Riyadh, Saudi Arabia: the moderating effect of attitude towards use
Bilal Ahmad Ali Al Khateeb
What the paper says
Digital skills are increasingly considered key drivers of business success, yet their contribution to company performance remains a subject of debate due to conflicting empirical findings.This study examines the moderating role of attitudes toward technology use in the relationship between digital skills and the performance of small businesses in Riyadh, Saudi Arabia.A simple random sample of 400 small businesses was selected from a pool of 6,492, and 382 valid responses were analysed.SPSS software was used for data analysis, and hierarchical regression analysis was employed to test for moderating effects.The results indicate that digital skills significantly influence the performance of small businesses (p < 0.05).Furthermore, attitudes toward technology use significantly modify the relationship between digital skills and performance (p < 0.05).The findings suggest that fostering positive attitudes toward technology use enhances the performance benefits derived from digital skills in small businesses.
Evidence weight
Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40
| F · citation impact | 0.50 × 0.4 = 0.20 |
| M · momentum | 0.50 × 0.15 = 0.07 |
| V · venue signal | 0.50 × 0.05 = 0.03 |
| R · text relevance † | 0.50 × 0.4 = 0.20 |
† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.