ImpactAlign Bench-marking Dashboard: Integrating Shehnaz Index and Accreditation Pathways for SDG Compliance
Description The ImpactAlign Bench-marking Dashboard integrates the Shehnaz Index with accreditation datasets to provide realtime visualization of journal bench-marking, institutional compliance, and organizational accreditation aligned with SDGs Vision 2030. Released with methods and screenshots, this resource bridges policy and practice by enabling individuals, institutions, organizations, and reviewers to track accreditation pathways. Outputs are provided in CSV, JSON, and PDF formats, with dashboard integration for R, Python, and institutional platforms. Licensed under CCBY 4.0, the release ensures open access, reproducibility, and global collaboration.
Authors
- Farrukh Zaman (ORCID: https://orcid.org/0009-0006-6086-5278)
- Ahmed Akhlas (ORCID: https://orcid.org/0009-0007-8130-8654)
- Baig Muhammad Sharique (ORCID: https://orcid.org/0009-0008-8842-6618)
- Akhlas Mhammad Hassan (ORCID: https://orcid.org/0000-0002-9318-7753)
Institutions
- Dynamic Research (United States) (US)
- Dynamic Systems (United States) (US)
- University of Business and Technology (SA)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-07-18
- DOI
- https://doi.org/10.5281/zenodo.21432427
- Primary Topic
- Academic Publishing and Open Access
- Type
- preprint