Ministry of Education
Ramappagari Leshma Manogna
VIDWAN ID: 229759

Dr Ramappagari Leshma Manogna

Female Doctor of Philosophy
Assistant Professor | Department of Economics and Finance
Birla Institute of Technology & Sciences, Pilani
Goa
Expertise: Economics
ORCID 0000-0002-8882-6434 Scopus 57218480439 Google Scholar Goo6h5EAAAAJ
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44 Publications
0 Projects
516 Scopus Citations
723 CrossRef
5 Years 4 Months Total Experience
Publications
44 Total
Articles
42
Chapters
2
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Scopus Scopus
516 Citations
14 h-index
CrossRef CrossRef
723 Citations
18 h-index
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Personal Details

Doctor of Philosophy
N/A
Assistant Professor
May 2021 – Present
Birla Institute of Technology & Sciences, Pilani | Department of Economics and Finance
Social Sciences
Economics

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Scholarly Work

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Scholarly Publications

A bibliometric analysis on the application of deep learning in finance: status, development and future directions

Journal Article
Kybernetes. Year: 2024. Volume: 53 , Issue: 12 , Pages: 5951-5971 .
Authors: R.L. Manogna; Aayush Anand
DOI 10.1108/K-04-2023-0637 Crossref Crossref: 27

Demystifying financial inclusion in an emerging economy: a machine learning approach to index construction and forecasting

Journal Article
Economic Change and Restructuring. Year: 2026. Volume: 59 , Issue: 2 , Pages: 37 .
Authors: R. L. Manogna; Shrey Mehta; Devansh Agarwal
DOI 10.1007/s10644-026-09974-8 Crossref Crossref: 1

The drivers of energy efficiency in emerging economies: do financial inclusion, fintech and foreign direct investment matter?

Open Access
Journal Article
Energy Informatics. Year: 2026. Volume: 9 , Issue: 1 , Pages: 16 .
Authors: Shnehal Soni; R. L. Manogna
DOI 10.1186/s42162-026-00628-7 Crossref Crossref: 3

An Integrated Perspective on Fintech, Natural Resource Rent and Sustainable Development: Evidence From BRICS Economies

Journal Article
NATURAL RESOURCES FORUM. Year: 2025. Pages: 1477-8947.70043 .
Authors: R. L. Manogna; Rupesh Yarlagadda; Anudeep Chimata; Harsh Vardhan Poddar
DOI 10.1111/1477-8947.70043 Crossref Crossref: 1

Nexus between financialization of agricultural products and food security amid financial crisis: empirical insights from BRICS

Journal Article
Journal of Agribusiness in Developing and Emerging Economies. Year: 2025. Volume: 15 , Issue: 5 , Pages: 936-950 .
Authors: R.L. Manogna; Nishil Kulkarni; D. Akshay Krishna
DOI 10.1108/JADEE-06-2023-0147 Crossref Crossref: 25

Portfolio Optimization Model for Stock Price Prediction Using Machine Learning

Open Access
Journal Article
Journal of Statistical Theory and Applications. Year: 2025. Volume: 24 , Issue: 4 , Pages: 1091-1108 .
Authors: R. L. Manogna; Nishil Kulkarni
DOI 10.1007/s44199-025-00140-z

Is there a universal fit? Employing machine learning to investigate the diversity and prominence of factors influencing early-stage entrepreneurship

Open Access
Journal Article
Journal of Innovation and Entrepreneurship. Year: 2025. Volume: 14 , Issue: 1 , Pages: 120 .
Authors: R. L. Manogna; Ashray Kashyap; Samyak Sanat Jain
DOI 10.1186/s13731-025-00578-6 Crossref Crossref: 6

Determinants of small farmers access to agricultural markets: evidence from South India

Open Access
Journal Article
Discover Sustainability. Year: 2025. Volume: 6 , Issue: 1 , Pages: 962 .
Authors: R. L. Manogna
DOI 10.1007/s43621-025-01412-5 Crossref Crossref: 3
Showing 1 to 8 of 44 publications