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  • Article title
  • Abstract
  • Key words
  • Introduction
  • Materials and Methods
    • Study area description
      • Research design
      • Sampling strategy and sample size
      • Data collection procedures
      • Household surveys
      • Key informant interviews (KIIs)
      • Focus group discussions (FGDs)
    • Data analysis methods
      • Qualitative data analysis
      • Quantitative descriptive and bivariate analysis
      • Econometric model specification
      • Definition and measurement of variables
      • Diagnostic tests
    • Ethical consideration
  • Results
    • Demographic and socio-economic profiles
    • Livelihood strategies
    • Resource dependence and accessibility
    • Qualitative findings: Gendered and generational perspectives
    • Bivariate and correlation analysis
    • Econometric analysis of policy perception
  • Discussion
    • The livelihood-conservation paradox and the cost-benefit analysis (SET lens)
    • Spatial dynamics and the “proximity penalty”
    • Institutional governance and anomalous findings (IAD lens)
    • Socio cultural mediators and knowledge systems
    • Methodological limitations
    • Conclusion and policy implications
  • Acknowledgements
  • References
  • Additional information
    • Conflict of interest
    • Ethical statement
    • Artificial Intelligence (AI) use
    • Funding
    • Author contributions
    • Author ORCIDs
    • Data availability
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