Profile

Nicholas Wilson is Professor of Credit & Finance at Leeds University Business School and Director of the Credit Management Research Centre. His research on credit, SME finance and business-finance policy comprises more than 100 peer-reviewed papers, with a Google Scholar h-index of 46 and approximately 10,000 citations.

He founded and served as Managing Director of the University of Leeds spin-out CreditScorer Ltd, which built credit-risk modelling, debt-pricing and portfolio analytics systems used by UK financial services and the public sector. The company, drawing on CMRC research, was at the forefront of the development and application of Neural Networks and Machine Learning in credit modelling and the development of online interactive platforms. The company was acquired in 2008 by Bisnode AB the European business-information group, now Dun and Bradstreet.

As Director of the Credit Management Research Centre (CMRC), he has built a research programme that held continuous commercial sponsorship for fifteen years, attracted more than £8 million in research grants, and continues to win funded projects and deliver policy and industry impact.

His research has underpinned three REF impact case studies — on late payment and SME finance; on venture capital, the equity gap and the Enterprise Investment Scheme; and on business finance forecasting and policy modelling — and has been commissioned or cited by HM Treasury, the Department for Business & Trade, the British Business Bank, HMRC, the National Audit Office, the Welsh Government and the European Commission.

He is a member of the ESRC Peer Review Panel and is regularly involved in policy evaluations for the Department of Business and Trade and British Business Bank. He is Honorary Fellow of the Chartered Institute of Credit Management, a member of the CICM Assessment Board, and Policy Advisor to the Department for Business & Trade as part of the Business Finance Forecasting and Policy Modelling Academic Team.

Responsibilities

• Director, Credit Management Research Centre
• Head of Department 2017-2021
• ESRC Productivity Project: ES/W010259/1 : SME finance, investment and productivity

Research interests

Professor Wilson’s academic work focuses on credit risk, SME finance, equity finance, private equity, venture capital, insolvency, trade credit, corporate performance, governance and applied econometric modelling using large-scale administrative and company-level data. His current research programme spans six main areas.

Government-guaranteed lending. Funded by UKRI and the Innovation Caucus, ongoing projects evaluate the Bounce Back Loan Scheme and Coronavirus Business Interruption Loan Scheme — programmes that together disbursed more than £70 billion to UK businesses — modelling the determinants of default, insolvency and fraud classification using loan-level administrative data linked to company financials, director histories, regional indicators and insolvency records.

The UK equity finance gap. Earlier work on the equity gap and knowledge-intensive firms informed HM Treasury policy on the Enterprise Investment Scheme and Venture Capital Trusts and supported European Commission State Aid approval for the UK’s tax-advantaged venture capital regime. More recent work uses large-scale company and investment data to map regional and sectoral disparities in the supply and demand of equity finance, and has informed government regional funding initiatives and featured in the 2024 Autumn Statement in connection with the Mansion House Reforms. Sector-specific analysis fed directly into the Creative Industries Sector Plan (DBT, June 2025), which estimates an equity finance gap of up to £1.4 billion in the sector.

Private equity and venture capital backed firms. A long-standing programme of research uses large-scale administrative and company-level data to examine the performance, productivity, employment, growth and survival of UK firms backed by private equity and venture capital. The work covers private-equity buyouts and later-stage deals — including governance, financing structure, internationalisation, value creation and exit outcomes — alongside venture-capital and EIS/VCT-supported companies at the earlier stage. Portfolio-company outcomes are tracked through the global financial crisis, the Covid-19 pandemic and successive macroeconomic shocks. Findings have been disseminated through the British Private Equity & Venture Capital Association (BVCA) and the Enterprise Investment Scheme Association (EISA) and have informed HM Treasury, Department for Business & Trade and European Commission consideration of the UK’s tax-advantaged venture capital regime, the Patient Capital Review and the Mansion House Reforms.

Productivity and SME finance. Co-investigator on the ESRC project Understanding how constraints on access to finance and under-investment impact on productivity growth in smaller firms (ES/W010259/1), examining the link between financing constraints and productivity in UK SMEs.

Credit analytics and financial technology. A continuing strand of work develops credit analytics, lending and debt-management models for financial services and the public sector, including applications of machine learning and neural networks to credit risk and fraud classification.

Current policy work. Recent outputs include an evaluation of the British Business Bank’s Debt Fund Programme (published October 2025) and ongoing business finance forecasting and policy modelling with the Department for Business & Trade.

Research Interests

Credit risk; SME finance; loan guarantees; equity finance; venture capital and private equity; insolvency and financial distress; fraud classification; trade credit and late payment; business-finance forecasting; productivity and firm growth; corporate governance; financial technology; applied econometrics; administrative business data.

Recent Publications

Recent papers examine entrepreneurial finance and firm survival through crisis periods; the performance, productivity and employment effects of private equity and venture capital backed portfolio companies; buyout governance and exit outcomes; government-guaranteed lending; the financing of new investment; and the role of credit and equity finance in productivity and growth.

Work has appeared in journals including the Economic Journal, Journal of Corporate Finance, Journal of Banking & Finance, Regional Studies, British Journal of Management, Strategic Entrepreneurship Journal, Entrepreneurship Theory and Practice, Small Business Economics, Journal of Business Finance & Accounting, International Review of Financial Analysis, International Small Business Journal, British Journal of Industrial Relations, Work, Employment and Society, Business History and the Journal of Credit Risk.

Government, industry and practitioner reports include commissioned work for HM Treasury, the Department for Business & Trade, the British Business Bank, the National Audit Office, HMRC, the Welsh Government, the British Venture Capital Association, the Enterprise Investment Scheme Association and the Creative Industries Policy and Evidence Centre.

Qualifications

• BA (hons) Applied Economics
• Phd (Nottingham)
• FCICM

Professional memberships

• FICM
• Certified Management and Business Educator
• Member of Innovation Research Caucus (IRC)

Student education

LUBS2226 Applied Credit Analytics

Research groups and institutes

• Credit Management Research Centre

Current postgraduate researchers

• Aulia Herdiani