Research Generalization
Research gap analysis derived from 10 economics papers in our local library.
The gap
The studies focus on specific sectors or populations (financial management institutions, Chinese A-Share companies) and do not explore how findings generalize to other organizational contexts, financial services, or industries.
Consensus across the literature
The papers collectively establish sector-specific insights but leave open the generalizability of these findings.
Research trend
Emerging — attention growing, methods still coalescing.
Supporting evidence — 8 representative gaps
- The Role of Work Engagement in The Effect of Job Demands and Job Resources on Employee Performance at The Regional Financial and Asset Management Agency of Bontang City (2026) · doi
The study was conducted in a single public-sector financial management institution (BPKAD Kota Bontang); generalization to other organizational contexts and sectors requires further research.
Keywords: conducted single public sector financial management institution bpkad kota bontang generalization organizational contexts sectors requires - Corporate ESG Performance and Audit Fees: Evidence from Chinese A-Share Listed Companies (2026) · doi
The study uses a binary dummy variable for financial institution shareholding (FinInst = 1 or 0), but does not explore the effect of the magnitude or proportion of shares held in financial institutions.
Keywords: financial uses binary dummy variable institution shareholding fininst explore effect magnitude proportion shares held institutions - Role of Artificial Intelligence (AI) in Enhancing Impact Investing: A Review of Literature (2026) · doi
Various AI-related regulations and standards published by different financial organizations need to be harmonized into a common framework recognized by all.
Keywords: various related regulations standards published different financial organizations need harmonized common framework recognized - Influence of equity structure in China’s high-tech manufacturing industry on enterprise value under epidemic shocks (2026) · doi
The paper documents that leverage (LEV) exhibits a positive coefficient (1.525-1.472) driven by tax shield benefits but issues a cautionary note about excessive leverage amplifying financial risks without providing quantitative analysis. Research must specify the debt-to-equity thresholds at which the value-enhancing tax shield effect reverses into value-destroying financial distress risk for high-tech enterprises with high R&D capital intensity and prolonged development cycles during crisis periods.
Keywords: financial leverage tax shield debt-to-equity high-tech manufacturing R&D capital intensity - The legislative legacy of WTO accession: a retrospective analysis of Jordan’s industrial transformation (2000–2025) (2026) · doi
The paper identifies that FDI inflows have been concentrated in narrow sectors (textiles, telecommunications, financial services) rather than driven by the general investment climate, but does not provide comparative analysis of how legislative reforms (investment law amendments, bilateral investment treaties) influenced investment decisions across these different sectors versus non-FDI sectors.
Keywords: foreign direct investment sectoral concentration investment law reforms bilateral treaties FDI determinants - Coping with AI: Islamic Principles for New Education Policy (2026) · doi
The recommendation to establish Shariah-informed ethical review boards does not address how these boards will be composed, what decision-making processes they will follow, or how they will resolve conflicts between Islamic principles and institutional/financial pressures.
Keywords: boards recommendation establish shariah informed ethical review address composed decision making processes follow resolve conflicts - The Role of Work Engagement in The Effect of Job Demands and Job Resources on Employee Performance at The Regional Financial and Asset Management Agency of Bontang City (2026) · doi
The research focuses on financial management institutions; examination of whether these findings apply to other public sector domains remains unexplored.
Keywords: focuses financial management institutions examination whether apply public sector domains remains unexplored - Analysis of Budget Realization to Assess the Effectiveness and Efficiency of Expenditure Budget in the Financial Affairs Division (Bidkeu) of the Central Java Regional Police for Fiscal Year 2024 (2026) · doi
The study shows that the average efficiency level in regional government remains relatively low, indicating the need to strengthen budget planning and implementation systems to ensure financial resources are used appropriately and efficiently.
Keywords: shows average efficiency level regional government remains relatively indicating need strengthen budget planning implementation systems
Explore this gap further
Search “Research Generalization” across open scholarly engines for the latest related literature.
Working on this gap? Publish with us.
Science AI Journal reviews manuscripts in under 15 minutes with 8 specialised AI reviewers calibrated on 23,000+ real peer reviews. Open access, CC BY 4.0.
Free tools for your next paper
Related gaps in Economics
- Market orientation and brand orientation are usually modelled as distinct antecedents of business performance, and the simultaneous performance effects of these orientations are empirically under-explMarket orientation and brand orientation are usually modelled as distinct antecedents of business performance, and the simultaneous performa…
- Despite plausible theoretical grounds for presuming a positive relationship between foreign direct investment inflows (FDI) and economic growth, existing empirical evidence on this nexus is inconclusiDespite plausible theoretical grounds for presuming a positive relationship between foreign direct investment inflows (FDI) and economic gro…
- Abstract Although several studies have approached the environmental or economic impacts derived from the adoption of the circular economy's principles by businesses, the social dimension of the circulAbstract Although several studies have approached the environmental or economic impacts derived from the adoption of the circular economy's …
- Women may also have a preference for jobs that are compatible with their domestic responsibilities, such as part-time and flexible jobs, both of which are scarce in low- and middle-income countries (IWomen may also have a preference for jobs that are compatible with their domestic responsibilities, such as part-time and flexible jobs, bot…