Soniya Gupta-Rawal
PhD Candidate, Management Studies (Marketing)
Cambridge Judge Business School, University of Cambridge
Finding potential in percentages. Identifying narratives behind numbers for business strategy and marketing insights.
About

Soniya Gupta-Rawal is a PhD candidate in Management Studies (Marketing) at Cambridge Judge Business School, University of Cambridge, supervised by Professor Jaideep Prabhu. She is a quantitative marketing researcher studying markets and firms often overlooked in mainstream research: micro-entrepreneurs, women-led businesses, and informal-sector businesses in emerging markets. Her doctoral work examines how small-scale entrepreneurs make marketing decisions when resources, information, and institutional support are limited. Working across India, Indonesia, and Sub-Saharan Africa, she studies high-impact questions in digital adoption, women’s entrepreneurship, unorganised retail, and frugal innovation. Her goal is to generate evidence that supports better decisions across the ecosystem, from entrepreneurs and low-income consumers to governments and organisations designing market-support policies. Soniya combines careful measurement with grounded field insight. She uses field experiments, AI-enabled tools, and economic analysis to identify what works in dynamic, unorganised markets, and why. Her research asks applied questions with theoretical leverage: which marketing approaches improve business growth; what drives performance and resilience in unorganised retail; and how digital tools can help build more sustainable and inclusive markets. Her work translates rigorous field evidence into insights that practitioners can use, and researchers can build on. She holds an MPhil in Strategy, Marketing, and Operations from the University of Cambridge (Commonwealth Scholar, 2021-22). Her research was recognised with the Tony Cowling Foundation Research Grant (2022-26).
Research Areas
Exploring critical marketing challenges at the intersection of data, strategy, and social impact.
Marketing Strategy & Innovation
Developing evidence-based marketing strategies for entrepreneurs in emerging markets, with focus on micro-entrepreneurs and the informal sector in India and Sub-Saharan Africa.
Entrepreneurship in Emerging Markets
Studying micro-entrepreneurship, female entrepreneurship, and unorganized retail — understanding what drives business growth for underserved entrepreneurs.
Econometric Modelling & Causal Inference
Applying field experiments, regression kink design, and quasi-experimental methods to measure causal impacts of marketing interventions.
Social Impact & Sustainability
Evaluating frugal innovation, digital leapfrogging for agricultural productivity, climate resilience, and sustainable business practices in developing nations.
Publications
Selected research contributions in quantitative marketing and emerging markets.
Matching Entrepreneurs with Mentors: Customising Business Mentoring Based on Mentee & Mentor Characteristics
Gupta-Rawal, S., Khwaja, A., & Prabhu, J.
Preparing for Marketing Science
Shattering the Invisible Chains: Social Constraints and Supplier Dependency of Women Entrepreneurs in Egypt
Hassan, M., Gupta-Rawal, S., Vassello, J., & Prabhu, J.
Working Paper
Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity, Climate Resilience & Sustainability
Gupta-Rawal, S., Kattuman, P., Corrado, L. & Prabhu, J.
Preparing for Management Science
Research Projects & Team
Active research initiatives and the team driving them forward.
News & Insights
Latest updates, press coverage, and research highlights.

Research shows efficiency of India’s low-cost space missions
Recent missions by India’s space programme have shown that major milestones such as a 2023 soft Moon landing can be achieved on relatively modest budgets in the 10s of millions of dollars, says a just-published academic paper co-authored at Cambridge Judge Business School that demonstrates the scope of frugal innovation. For countries that have not ventured into space or fully reaped the benefits of space activity because they are held back by notions of extreme expense, these Indian examples chart a practical way forward.
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Enter if you dare: real-life research data horror stories for Data Horror week 2025!
As part of our activities to celebrate Data Horror Week 2025, we learn about real-life data horror stories from researchers at Cambridge. We describe how these were handled and how they could be prevented in the future. Soniya Gupta-Rawal, a PhD candidate in Quantitative Marketing at Cambridge Judge Business School and Data Champion. Her work uses field data partnerships across India, Egypt, and the UK. This is an applied session on data partnership horror stories and how to prevent them. Learn a practical checklist for scoping access, securing agreements, aligning Data Management Plans with contracts and ethics, and rescuing stalled collaborations. Three short case studies across sectors, with templates you can reuse.
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Emma Mildmay Award 2025 | Emmanuel College
Daniel McKay, Director of Emma Experience, sat down with Soniya Gupta-Rawal, PhD student, who has received the Mildmay Award 2025 to discuss the Emma Experience programme and the challenges and opportunities they face in their day-to-day lives.
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Vice-Chancellor of the University of Cambridge Meets JBS Students
We were delighted to host a visit from Professor Deborah Prentice, Vice-Chancellor of the University of Cambridge last Friday. It was so kind of her to visit. We showcased our research, our wonderful students and discussed interdisciplinary collaboration across the University too.
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Tony Cowling Grant Award 2023-27
In co-operation with the Cambridge Judge Business School, the Tony Cowling Memorial Research Fund awards Faculty and PhD students for advancing early-stage research on topics that improve decision-making in the market research industry. These subjects are selected by CJBS in accordance with principles agreed with the Foundation. In general, topics that have international relevance and that use innovative applications of technology and data.
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Data Champion | University of Cambridge
Soniya Gupta-Rawal is a Data Champion from Judge Business School. She is a PhD candidate in Quantitative Marketing at Cambridge Judge Business School and Data Champion. Her work uses field data partnerships across India, Egypt, Indonesia and many other emerging markets
Read moreResearch Presentations & Seminars
Conference presentations, invited talks, and seminars.
Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia
ISMS Marketing Science Conference 2026
Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia
EMAC Conference & Global Doctoral Colloquium 2026
Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia
AMA Global Conference 2026
Shattering the Invisible Chains: Social Constraints and Supplier Dependency of Women Entrepreneurs in Egypt
AMA Winter Conference 2026
Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity, Climate Resilience & Sustainability
Ivey-PhD Sustainability Academy 2025 (Best Paper Award)
Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity
4th UK Workshop on Digital Economics 2026 — Centre for Competition Policy (CCP)
Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity, Climate Resilience & Sustainability
Cambridge Zero Research Symposia 2024
Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia
Strategy, Entrepreneurship and Innovation (SEI) Research Day 2023
The Future is Remote — Social Impact of Telemedicine Business in Emerging Markets
Cambridge Zero Research Symposia 2022
Super App: A Design Innovation towards Customer Engagement
AMA Winter Academic Conference 2021
Store Promotion using Halo Effect Contamination in Consumer Decision Making
International Communication Management Conference (Consolation Prize, Best Paper Awards)
Collaborators
Research partners and collaborating scholars.
CJBS Research Apprenticeship Program 2022-2027
Join our research team at the University of Cambridge
Under the guidance of Prof. Jaideep Prabhu — Professor of Marketing, Jawaharlal Nehru Professor of Indian Business and Enterprise, and Director of the Cambridge Centre for India and Global Business at Judge Business School, and his research team led by Ms. Soniya Gupta-Rawal — Commonwealth Scholar and PhD student in Marketing, University of Cambridge, a comprehensive academic study is being conducted to explore various ways of strengthening the micro-entrepreneurial ecosystem.
As part of this initiative, we are offering Research Internship opportunities across multiple domains. Selected interns will contribute meaningfully to ongoing research activities and will report to an assigned research scholar.
Assignment Submission Timeline
Please aim to submit your assignment at any time. We have rolling applications and a monthly review of application submissions. For any queries or clarifications, feel free to reach out at sg2001@jbs.cam.ac.uk. Kindly do not email regarding submission delays.
Review Timeline
You can expect to hear back from us after 2–3 weeks of submitting both your application form and assignment. We receive thousands of applications weekly, so we appreciate your patience and understanding in the meantime.
Position Details
Position
Research Internship | Research Assistant
Languages
Proficiency in English is essential.
Location
Remote (Work from Home)
Duration
4 to 6 months (Minimum 4 months’ work is mandatory for Completion Certificate)
Commitment
Maximum 4 hours per week, with a 30-minute weekly meeting update call (Voluntary Position)
Start Date
Rolling basis
Get in Touch
Interested in collaboration, research opportunities, or academic inquiries? I'd love to hear from you.
Cambridge Judge Business School, University of Cambridge





