Quantitative Marketing Research

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

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.

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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.

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Entrepreneurship in Emerging Markets

Studying micro-entrepreneurship, female entrepreneurship, and unorganized retail — understanding what drives business growth for underserved entrepreneurs.

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Econometric Modelling & Causal Inference

Applying field experiments, regression kink design, and quasi-experimental methods to measure causal impacts of marketing interventions.

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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.

Journal Article2026Featured

Democratizing Space: India’s Frugal Space Innovation Provides Key Lessons for Emerging Nations

Corrado, L., Gupta-Rawal, S., Kattuman, P., & Prabhu, J.

PNAS Opinion, 123(8): e2514657123

Working Paper2026

Matching Entrepreneurs with Mentors: Customising Business Mentoring Based on Mentee & Mentor Characteristics

Gupta-Rawal, S., Khwaja, A., & Prabhu, J.

Preparing for Marketing Science

Working Paper2026

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

Working Paper2026Featured

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

Journal Article2025Featured

Dynamic AI-embedded Super App: A Design-Based Process Innovation towards Customer Engagement and Value Creation

Gupta, S., Gupta-Rawal, S., & Shrivastava, P.

Journal of Product Innovation Management, 43(1), 99–124

Journal Article2023Featured

More the Merrier!! Understanding the Effect of Available Content Choices over Willingness to Pay for Over-the-Top Subscriptions

Gupta, S., Shrivastava, P., & Gupta-Rawal, S.

Psychology & Marketing, 40(12), 2612–2626

Journal Article2021Featured

Online-to-Offline (O2O) Commerce in Emerging Markets: Analysis of the Retail Sector

Gupta-Rawal, S. & Jeyaraj, A.

Journal of Asia-Pacific Business, 22(4), 260–278

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
Media19 February 2026

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!
Media30 October 2025

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
Award18 September 2025

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
Media11 July 2024

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
Award1 February 2023

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
Research Update3 February 2022

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 more

Research Presentations & Seminars

Conference presentations, invited talks, and seminars.

June 15, 2026Nova School of Business and Economics, Lisbon Portugal

Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia

ISMS Marketing Science Conference 2026

June 4, 2026University of Bath, United Kingdom

Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia

EMAC Conference & Global Doctoral Colloquium 2026

May 28, 2026IAE Nice - Université Côte d'Azur, Nice, France

Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia

AMA Global Conference 2026

February 15, 2026Madrid, Spain

Shattering the Invisible Chains: Social Constraints and Supplier Dependency of Women Entrepreneurs in Egypt

AMA Winter Conference 2026

November 15, 2025Ivey Business School, Canada

Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity, Climate Resilience & Sustainability

Ivey-PhD Sustainability Academy 2025 (Best Paper Award)

November 10, 2025Imperial College London, United Kingdom

Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity

4th UK Workshop on Digital Economics 2026 — Centre for Competition Policy (CCP)

November 15, 2024Cambridge, UK

Signals from Space, Decisions on Farms: Digital Leapfrogging for Agricultural Productivity, Climate Resilience & Sustainability

Cambridge Zero Research Symposia 2024

November 1, 2023Bayes Business School, London, UK

Match Frictions and Engagement: Two-sided Matching for Digital Business Mentoring in Indonesia

Strategy, Entrepreneurship and Innovation (SEI) Research Day 2023

November 15, 2022Cambridge, United Kingdom

The Future is Remote — Social Impact of Telemedicine Business in Emerging Markets

Cambridge Zero Research Symposia 2022

February 15, 2021

Super App: A Design Innovation towards Customer Engagement

AMA Winter Academic Conference 2021

January 15, 2020MICA, India

Store Promotion using Halo Effect Contamination in Consumer Decision Making

International Communication Management Conference (Consolation Prize, Best Paper Awards)

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