Open Science & Replication Repository (CC BY 4.0)

Empirical Datasets & Replication Codebooks

In accordance with international open science principles, CISR provides anonymized microdata panels, hourly sensor logs, and coding frameworks to facilitate academic replication and secondary empirical inquiry.

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Showing 5 empirical packages
CC BY 4.0 Open Access10.5281/zenodo.cisr.sme2026
N = 650 Manufacturing SMEs

South Asian SME Circular Economy & Waste Conversion Panel 2024–2026

Granular empirical survey panel capturing managerial eco-attitudes, circular supply chain adoption rates, solid waste scrap recovery metrics, and regulatory barrier scores across textile, leather, and plastic manufacturing SMEs.

Horizon2024–2026 (Tri-annual)
GeographyBangladesh, India & Regional Corridors
Variables6 Schema Attributes
FormatsCSV, SPSS (.sav), Codebook (.md)
CC BY 4.0 Open Access10.5281/zenodo.cisr.gbond2026
N = 1,240 Corporate & Sovereign Tranches

Emerging Market Green Bonds Credit Spread & ESG Premium Panel

Secondary market yield spreads, credit ratings, greenium differentials, and third-party ESG verification compliance for emerging market corporate green bonds versus conventional matched pairs.

Horizon2020–2026 (Monthly Panel)
GeographyAsia-Pacific, Latin America & South Asia
Variables6 Schema Attributes
FormatsCSV, Stata (.dta), Python Pandas
CC BY 4.0 Open Access10.5281/zenodo.cisr.grid2026
N = 85 Coastal Microgrid Installations

Coastal Solar Microgrid Operational Performance & Battery Degradation Panel

High-resolution telemetry capturing generation curtailment, solar photovoltaic conversion efficiency, lithium-iron-phosphate (LFP) vs lead-acid battery cycle degradation, and household tariff elasticity.

Horizon2023–2026 (Hourly Sensor Logs)
GeographyCoastal Delta Districts, Bangladesh
Variables6 Schema Attributes
FormatsCSV, Parquet, JSON Timeseries
CC BY 4.0 Open Access10.5281/zenodo.cisr.ai2026
N = 48 Universities

Higher Education Responsible AI Governance & Policy Adoption Benchmark

Audit of university AI ethics policies, student algorithmic privacy protections, faculty academic integrity enforcement frameworks, and generative AI research integration indices.

Horizon2024–2026 Cross-Sectional
GeographySouth Asia & Global South
Variables6 Schema Attributes
FormatsCSV, JSON, Policy Checklist (.pdf)
CC BY 4.0 Open Access10.5281/zenodo.cisr.women2026
N = 380 Women Entrepreneurs

Female Rural Enterprise Micro-finance Resilience Longitudinal Panel

Multi-wave econometric and qualitative panel documenting loan repayment resilience, digital mobile money adoption, climate shock coping strategies, and household bargaining power evolution.

Horizon2022–2026 (4 Waves)
GeographyNorth-Western Rural Divisions, Bangladesh
Variables6 Schema Attributes
FormatsCSV, NVivo Qualitative Matrix, SPSS