Articulating Uneven Regional Development: Artificial intelligence as a tool in development planning

Sashi Sivramkrishna and Ramakrushna Panigrahi

Journal of Human Development and Capabilities, 2003, vol. 4, issue 3, 437-456

Abstract: There is an urgent need for more efficient and effective design, targeting and implementation of interventions to reduce regional imbalances in development. To do so, development agencies and practitioners need to articulate uneven regional development as regional inequalities in, and patterns of, development. The widespread popularity of composite indices like the Human Development Index has led to the acceptance of regional inequalities as a basis for intervention. However, in computing composite indices of development like the Human Development Index, information that could be of great utility to planners is lost. This is especially important when planners work on smaller spaces and several indicators of development. There is then a need to also articulate patterns of development for optimal intervention. Unfortunately, the conventional statistical methods to discern patterns in development are complex and have not found widespread acceptance like composite indices. Artificial intelligence, in particular the Kohonen Self-Organizing Map, is a user-friendly tool for development planners and practitioners to explore patterns in development. An application with several indicators over 399 Indian districts illustrates the need to study development patterns. This paper also makes clear the versatility of the Kohonen Self-Organizing Map technique in exploring these regional patterns of development.

Keywords: Development; Regional Development; Human Development Index; Artificial Intelligence (search for similar items in EconPapers)
Date: 2003
References: Add references at CitEc
Citations: View citations in EconPapers (3)

Downloads: (external link)
http://www.tandfonline.com/doi/abs/10.1080/1464988032000125782 (text/html)
Access to full text is restricted to subscribers.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:taf:jhudca:v:4:y:2003:i:3:p:437-456

Ordering information: This journal article can be ordered from
http://www.tandfonline.com/pricing/journal/CJHD20

DOI: 10.1080/1464988032000125782

Access Statistics for this article

Journal of Human Development and Capabilities is currently edited by Kathryn Rosenblum

More articles in Journal of Human Development and Capabilities from Taylor & Francis Journals
Bibliographic data for series maintained by Chris Longhurst ().