Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic
Abstract
:1. Introduction
2. COVID-19, SMEs, and the Bangladesh Economy
3. Literature Review, Theoretical Development, and Hypothesis Development
3.1. Theoretical Development
3.2. Literature Survey
3.3. Hypothesis Development
3.3.1. Innovative Finance and SMEs
3.3.2. Technological Adaptation and SMEs
3.3.3. Government Support and SMEs
4. Research Sample and Instruments
4.1. Research Design and Sample
4.2. Measurement Models
4.3. SMEs Sustainability
4.4. Innovative Finance
4.5. Technological Adaptation
4.6. Government Support
4.7. Descriptive Statistics
4.8. Methodology for Hypothesis Testing
4.9. Instrument Validation
5. Discussion and Theoretical Contribution
5.1. Discussion
5.2. Theoretical Contribution
5.3. Managerial Implications
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Authors’ | Country | Assessment | Remark |
---|---|---|---|
Zimon and Dankiewicz [68] | Poland | Trade strategies | SMEs prefers a conservative approach during economic instability, |
Khan, Hassan, Rabbani and ATIF [67] | Bahrain | Islamic finance | FinTech Islamic financial services play an essential role in saving COVID affected SMEs |
Islam et al. [69] | Malaysia | Islamic finance | Access to financial services, digital financial services, and financial resources exploitation helps SMEs, especially in a pandemic |
Ojong-Ejoh, Angioha, Agba, Aniah, Salimon and Akintola [52] | Calabar | Operation | Pandemic substantially decreases revenue generation capacity by lowing output sales |
Garba [63] | Nigeria | Performance | Pandemic has created a difficult time for SMEs for generating substantial revenue and organizational growth |
Beraha and Đuričin [60] | Serbia | Performance | COVID has hampered SMEs’ daily business activities, unemployment creation, delay payment to suppliers, and limited access to resources. |
Kukanja et al. [70] | Slovenia | Crisis management | SMEs mainly concentrate on personnel, cost management, organizational support, and promotional and customer-related marketing tactics to recover from pandemic effects |
Islam et al. [71] | Bangladesh | Operation | IT integration allows SMEs for remote operation during the pandemic |
Syriopoulos [72] | Performance | In turbulent times when opportunities are increasing, convex policies and strategies work better | |
Omar, Ishak and Jusoh [64] | Malaysia | survival strategies | Both financial and marketing survivable strategies have to be initiated by SMEs for removing these pandemic impacts |
Lu et al. [62] | China | Impact | Over 90% of small businesses could not return to work due to an epidemic control shortage, interrupted supply chains, and diminished market demand |
Chowdhury et al. [73] | Bangladesh | strategies | Results suggest that short-term implications such as product expiration, funding shortages, and distributor operations are severe. In contrast, medium-to-long-term implications promise to be complicated and ambiguous. In the long run, many performance criteria, such as return on investment, GDP contribution, and workforce size, are all predicted to fall |
Category | Remarks |
---|---|
Sector | SMEs |
Geographical location | Bangladesh (Dhaka) |
Methodology | Structured questionnaire |
Procedure | Random sampling |
Sample size (response) | 2000 (1395) |
Period of data collection | From 10 December 2020, to 28 January 2021 |
Variable Name | Definition | Items | Reference | Likert Scale |
---|---|---|---|---|
SMEs’ sustainability | Improve response to the customer; improve market intelligence; enhance the relationship with the trading partner | 4 | Das, Kundu and Bhattacharya [21], Prasanna, Jayasundara, Naradda Gamage, Ekanayake, Rajapakshe and Abeyrathne [109] | Disagree 1 to strongly agree 5 |
Technological adaptation | IT adoption is suggested for small businesses to reduce operating costs, improve service to consumers, increase reaction time between producer and customer, producer and input supplier, improve market knowledge, and strengthen trade relationships | 5 | Meng, Qamruzzaman and Adow [111] | Disagree 1 to strongly agree 5 |
Financial innovation | Financial products and services for operational efficiency | 5 | Ye and Kulathunga [112]; Ardic, Mylenko and Saltane [113]; Okello Candiya Bongomin, Mpeera Ntayi, Munene and Akol Malinga [114] | Disagree 1 to strongly agree 5 |
Government support | The tax holiday, subsidized rate financing, financial incentives | 5 | Alkahtani et al. [115]; Zamberi Ahmad and Xavier [116] | Disagree 1 to strongly agree 5 |
Classification | Total | % | 1395 | |
---|---|---|---|---|
Gender | Male | 915 | 65.60% | |
Female | 485 | 34.40% | ||
Nature of business | Manufacturing Units | 750 | 53.76% | |
Services units | 645 | 46.24% | ||
Yeas of establishment | less than 10 | 245 | 17.56% | 1395 |
between 10 to 15 years | 554 | 39.71% | ||
between 15 to 20 years | 323 | 23.15% | ||
more than 20 years | 273 | 19.57% | ||
No of employees | more than 150 | 175 | 12.54% | 1395 |
between 25 to 150 | 685 | 49.10% | ||
less than 25 | 535 | 38.35% | ||
Average revenue | more than 10 million | 375 | 26.88% | 1395 |
between 5 to 10 million | 580 | 41.58% | ||
less than 5 million | 440 | 31.54% |
[1] | [2] | [3] | [4] | VIF | |
---|---|---|---|---|---|
IF1 | 0.912 | 2.8593 | |||
IF2 | 0.895 | 2.0832 | |||
IF3 | 0.914 | 2.7827 | |||
IF4 | 0.884 | 1.5543 | |||
IF5 | 0.812 | 1.3554 | |||
TA1 | 0.984 | 2.1634 | |||
TA2 | 0.887 | 2.8694 | |||
TA3 | 0.904 | 2.7493 | |||
TA4 | 0.886 | 1.2811 | |||
GS1 | 0.913 | 1.5771 | |||
GS2 | 0.889 | 2.8375 | |||
GS3 | 0.911 | 1.8847 | |||
GS4 | 0.886 | 1.823 | |||
GS5 | 0.987 | 1.0284 | |||
SME1 | 0.885 | 2.8593 | |||
SME2 | 0.875 | 2.0832 | |||
SME3 | 0.941 | 2.7827 | |||
SME4 | 0.911 | 1.5543 | |||
SME5 | 0.875 | 1.3554 |
Cronbach’s Alpha | rho_A | CR | AVE | |
---|---|---|---|---|
Innovative finance | 0.924 | 0.916 | 0.907 | 0.793 |
IT adaptation | 0.897 | 0.914 | 0.874 | 0.795 |
Government support | 0.918 | 0.926 | 0.892 | 0.803 |
SMEs’ sustainability | 0.922 | 0.924 | 0.897 | 0.816 |
Constructs | Fornell and Larcker | Heterotrait-Monotrait | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
AF | ES | LC | PWEA | SL | AF | ES | LC | PWEA | ||
IF | 0.890 | - | ||||||||
TA | 0.652 | 0.891 | 0.591 | - | ||||||
GS | 0.702 | 0.668 | 0.995 | 0.773 | 0.761 | - | ||||
SME | 0.691 | 0.721 | 0.618 | 0.903 | 0.713 | 0.701 | 0.61 | - |
ϒ | R2 | CR | AVE | The Goodness of Fit Index | |
---|---|---|---|---|---|
IF1 | 0.855 | 0.731 | 0.934 | 0.782 | (p = 0.00) NFI = 0.917 RFI = 0.895 GFI = 0.995 IFI = 0.938 CFI = 0.938 TLI = 0.922 RMSEA = 0.03 |
IF2 | 0.867 | 0.752 | |||
IF3 | 0.87 | 0.757 | |||
IF4 | 0.943 | 0.889 | |||
IF5 | 0.86 | 0.740 | |||
TA1 | 0.888 | 0.789 | 0.932 | 0.777 | |
TA2 | 0.829 | 0.687 | |||
TA3 | 0.945 | 0.893 | |||
TA4 | 0.869 | 0.755 | |||
GS1 | 0.84 | 0.706 | 0.925 | 0.757 | |
GS2 | 0.834 | 0.696 | |||
GS3 | 0.935 | 0.874 | |||
GS4 | 0.945 | 0.893 | |||
GS5 | 0.837 | 0.701 | |||
SME1 | 0.921 | 0.848 | 0.965 | 0.876 | |
SME2 | 0.906 | 0.821 | |||
SME3 | 0.952 | 0.906 | |||
SME4 | 0.964 | 0.929 | |||
SME5 | 0.921 | 0.848 |
Relationships | Path | Std. Dev. | t Value | p-Value | Remarks |
---|---|---|---|---|---|
Panel-A: Direct effects | |||||
Technology adaptation positively induces SME sustainability during pandemic | 0.171 | 0.065 | 4.538 | 0.003 | S |
Innovative finance positively induces SME sustainability during the pandemic | 0.272 | 0.064 | 6.609 | 0.000 | S |
Government role positively induces SME sustainability during the pandemic | 0.207 | 0.072 | 5.416 | 0.023 | S |
Technology adaptation positively induces government support during pandemic | 0.192 | 0.074 | 2.594 | 0.23 | |
Innovative finance positively induces government support during a pandemic | 0.186 | 0.069 | 2.695 | 0.113 | |
Panel-B: Indirect effects | |||||
Government role has positive mediating effects between technological adaptation and SME sustainability | 0.079 | 0.077 | 3.3506 | 0.001 | support |
Government role has positive mediating effects between innovative finance and SMEs sustainability | 0.129 | 0.067 | 2.5074 | 0.006 | support |
Category | Name of Index | Values | Fit Value | Inference |
---|---|---|---|---|
The goodness of fit index (GIF) | 0.964 | Close to 1 | Fit | |
Absolute | Root mean square error of approximation(RMSE) | 0.011 | <0.05 | Fit |
fit | Standardized root mean square residual (SRMR) | 0.025 | <0.08 | Fit |
measures | Adjusted good-of-fit index (AGFI) | 0.949 | >0.90 | Fit |
Tucker-Lewis index (TLI) | 0.998 | >0.90 | Fit | |
Incremental | Comparative fit index (CFI) | 0.998 | >0.90 | Fit |
fit | Normed fit index (NFI) | 0.956 | >0.90 | Fit |
measures | incremental fit index (IFI) | 0.998 | >0.90 | Fit |
Chi-square test (χ2) | 227.87 | p > 0.05 | ||
Degrees of freedom (Df) | 129 | ≥0 | ||
Parsimonious | Chi-square/degrees of freedom ratio (χ2/df) | 1.76 | 1–5 | Fit |
fit | Parsimony Adjustment to The NFI (PNFI) | 0.758 | >0.50 | Fit |
measures | Parsimony Adjustment to The CFI (PCFI) | 0.792 | >0.50 | Fit |
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Pu, G.; Qamruzzaman, M.; Mehta, A.M.; Naqvi, F.N.; Karim, S. Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic. Sustainability 2021, 13, 9218. https://doi.org/10.3390/su13169218
Pu G, Qamruzzaman M, Mehta AM, Naqvi FN, Karim S. Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic. Sustainability. 2021; 13(16):9218. https://doi.org/10.3390/su13169218
Chicago/Turabian StylePu, Ganlin, Md. Qamruzzaman, Ahmed Muneeb Mehta, Farah Naz Naqvi, and Salma Karim. 2021. "Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic" Sustainability 13, no. 16: 9218. https://doi.org/10.3390/su13169218
APA StylePu, G., Qamruzzaman, M., Mehta, A. M., Naqvi, F. N., & Karim, S. (2021). Innovative Finance, Technological Adaptation and SMEs Sustainability: The Mediating Role of Government Support during COVID-19 Pandemic. Sustainability, 13(16), 9218. https://doi.org/10.3390/su13169218