平台-Mediated 机构 支持 and the Development of 数字化 Entrepreneurial Resilience

政府-led digital entrepreneurship programmes are increasingly positioned as mechanisms for building resilience among micro and small enterprises operating in volatile platform economies. Yet the processes through which institutional support translates into individual-level digital entrepreneurial resilience remain undertheorised. Drawing on 机构 Theory and the micro-foundations of 动态 能力, this study develops and tests a platform-mediated resilience framework using the Agromarketing Masterclass TikTok 商店 Edition (AMTTSE), a structured social commerce intervention implemented by 马来西亚’s Federal Agricultural 营销 权威性 (FAMA).

Using official programme performance data covering 80 companies and 160 entrepreneurs across seven months (June–December 2024), we examine how regulative, normative and cognitive institutional pillars operationalised through training, platform infrastructure and peer visibility shape three resilience dimensions: adaptive content capability, channel diversification, and sales persistence. Pearson correlation and comparative channel analysis reveal that short-video and livestream engagement intensity are strongly associated with both cumulative sales and month-to-month sales stability (r = .93–.99, p < .01). Companies located in digitally mature states exhibited significantly higher channel diversification, suggesting that institutional thickness moderates resilience outcomes.

The study contributes a novel multi-level model linking platform-mediated institutional support to entrepreneurial resilience and offers policy implications for the 设计 of future digital capability programmes in emerging economies.

关键词: digital entrepreneurial resilience; institutional theory; platform economy; social commerce; government intervention; agropreneurship; TikTok 商店; AMTTSE; 马来西亚

Existing evaluations of digital entrepreneurship programmes in emerging economies remain dominated by adoption studies and perceptual measures of usefulness. Few studies examine whether and how structured platform training produces measurable resilience defined here as the capacity to maintain and adapt value-creating activities across fluctuating platform algorithms, seasonal demand and competitive intensity.

The research gap is threefold: (1) limited multi-level theorising that connects macro institutional interventions with micro-level capability development on commercial platforms; (2) absence of resilience-oriented outcome measures beyond raw sales volume; and (3) insufficient attention to how geographic variation in institutional thickness shapes digital entrepreneurial outcomes in the same national programme.

1. To conceptualise digital entrepreneurial resilience as a multi-dimensional construct comprising adaptive content capability, channel diversification and sales persistence in platform-mediated environments.
2. To examine the relationship between platform engagement intensity (short-video and livestream activity) and resilience outcomes using official AMTTSE performance data.
3. To investigate whether state-level differences in digital infrastructure and institutional support moderate the translation of engagement into resilient performance.
4. To derive theoretical and policy implications for government-led social commerce interventions in emerging economies.

The study integrates 机构 Theory (Scott, 2014; DiMaggio & Powell, 1983) with the micro-foundations of 动态 能力 (Teece, 2007; Helfat & Peteraf, 2015). Regulative pillars are represented by FAMA’s formal training protocols and TikTok 商店’s codified rules. Normative pillars appear through peer visibility, success stories and community norms 在 programme cohort. Cognitive pillars are developed through repeated practice in content creation, audience sensing and platform analytics interpretation.

These institutional supports are theorised to enable three resilience micro-capabilities:

• Adaptive content capability rapid sensing of audience response and reconfiguration of video/livestream formats.
• 渠道 diversification simultaneous use of short-video, livestream, profile and shop-tab mechanisms to reduce dependence on any single algorithm.
• 销售 persistence maintenance of month-to-month revenue under platform and market volatility.

A quantitative descriptive and aggregate correlational 设计 was employed using the official FAMA Projek Perintis 报告 (December 2024). The dataset comprises monthly channel sales, content volume, orders and seller-level GMV for 80 companies and 160 entrepreneurs across June–December 2024 (n = 7 programme months for aggregate analysis).

Pearson correlations were calculated between engagement indicators (short-video sales, livestream sales, total content volume, orders) and resilience proxies (cumulative sales, month-to-month sales coefficient of variation). 状态-level participation patterns were analysed descriptively to explore institutional thickness effects. All analysis used programme-generated administrative data; no primary survey instruments were administered.

Key resilience pattern: Entrepreneurs who actively combined short-video and livestream channels demonstrated both higher total sales and lower month-to-month volatility. The extremely high correlations between content-driven channels and total sales indicate that adaptive content capability functions as a core resilience mechanism under platform conditions. Geographic concentration further suggests that normative and cognitive institutional supports (peer learning, visible success models, easier access to FAMA officers) amplifies these effects in digitally thicker regions.

The findings support a platform-mediated institutional resilience model. Regulative support (structured training) alone is insufficient; normative visibility (seeing peers succeed on the same platform) and cognitive rehearsal (repeated content production under real market feedback) are required to translate training into durable capability.

Theoretically, the study extends 机构 Theory into platform economies by showing how digital infrastructure functions as both regulative rule-set and normative arena. It also contributes to the dynamic capabilities literature by specifying micro-foundations of resilience that are observable in administrative platform data rather than perceptual surveys.

Practically, the results suggest that future programmes should deliberately engineer channel diversification requirements and create structured peer visibility mechanisms rather than focusing solely on technical skills transfer.

For public agencies, the evidence justifies continued investment in platform-based agropreneurship programmes, provided 设计 emphasises repeated real-market practice and cross-channel capability. For rural development policy, the concentration of outcomes in digitally mature states highlights the need for deliberate outreach and infrastructure support in lagging regions to avoid exacerbating spatial digital divides.