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Doing Academic Research:
Design and methodology – an example of a
qualitative research project regarding bank
lending to SMEs in Singapore.
Keith Pond

4 February 2010

ifs School of Finance
Research Workshop
Doing Academic Research

Generating the
BIG idea

4 February 2010

Designing the
research

ifs School of Finance
Research Workshop

Planning the
fieldwork
4 February 2010

ifs School of Finance
Research Workshop
Doing Academic Research
• Why?
Is it important? interesting? adding value?
What?
What is known already? What outcome is
intended?
• How? – Who?, When?, Where?
Method
Budget
Opportunity
Analysis
4 February 2010

Skills
Experience
Knowledge
Subjects
Access

Time relevant?
Budget
Opportunity

ifs School of Finance
Research Workshop

Permissions
Access
Budget
What is the big question?

• No eureka! moment
• An iterative process, defining and refining
Literature
review

Methodology

Conceptual
model
4 February 2010

ifs School of Finance
Research Workshop
“Standing on the shoulders of giants”
• Literature review
–
–
–
–

What is relevant?
What is available?
What is current?
What is the quality of
the research?
– Is the research
credible?

Academic / Scientific
Research
Government reports
Professional journals
Newspaper articles
Anecdotal evidence

4 February 2010

ifs School of Finance
Research Workshop
The Singapore study
• Previous studies in UK, Germany and Ukraine.
• Static data on the market.
• Key models of bank lending / risk
– Baas and Shrooten (2006) – lending types
– Stiglitz (various) – credit rationing / market failure

• Specific papers
– Berry et al. (2004) – UK and EU banks
– Lane and Quack (2001) – UK and German banks
– Behr (2007) – German banks
4 February 2010

ifs School of Finance
Research Workshop
Singapore in 2009
Population:
4.65m. (+1% p.a.)
Languages:
Mandarin (35%),
English (23%),
Malay (14%)….
GDP:
£144 b. (-2.6% in 2009)
Industries:
Manufacturing (26.8%)
Services (73.2%)
Exports
£150b.
Imports
£128b.
Inflation
0.5% (6.5% in 2008)
Source: CIA Factbook, Jan 2010

4 February 2010

ifs School of Finance
Research Workshop
Key issues for banks
•

The external / legal / regulatory environment
– Compliance
– Society
– Technology

•

Competition
– Margins
– Response speed
– Market share

•

Information asymmetry
– Relationship benefits
– Credit assessment / credit scoring / Z scores

•

Moral Hazard
– Monitoring and collateral costs
– Insolvency risk

4 February 2010

ifs School of Finance
Research Workshop
A conceptual model
External environment

Operating environment

Corporate resources

The lending
decision

4 February 2010

ifs School of Finance
Research Workshop
So…….What is the big question?

• What are the influences on bank lending
decisions to SMEs in respect of risk
assessment?
– What is the extent of the influence?
– Do influences differ between countries /
cultures / markets?

• How can these findings help and guide
bank practice?
4 February 2010

ifs School of Finance
Research Workshop
Worth doing?
• Mostly brainstorming up to now
• Is the answer worth the effort?
– How can findings impact on bank practice?
– Can teaching / learning be enhanced?
– Can theory be amended / focused?
– Does it advance knowledge?
– Can methodology be refined?
– Is it able to be published?
4 February 2010

ifs School of Finance
Research Workshop
4 February 2010

ifs School of Finance
Research Workshop
Key research design issues
Concept /
Research
question(s)

Budget
Skills
Ethics

Methodology

Quantitative
4 February 2010

Qualitative
ifs School of Finance
Research Workshop
Quantitative research
• Measure what?
– Measure what is valued / Value what is measured?

•
•
•
•

Underlying mathematical concept?
Access to data?
Reliability / consistency of data?
Expected output?
– Statistical inferences and correlations
– Unlikely to infer causality

4 February 2010

ifs School of Finance
Research Workshop
Qualitative research
• Case based
– Ethnographic / Observation
– Interviews
– Collection of relevant data

• Survey
– Sample?

• How to analyse the findings?
4 February 2010

ifs School of Finance
Research Workshop
http://www.qsrinternational.com/

4 February 2010

ifs School of Finance
Research Workshop
Research methodology and
analysis
interviews
1
2
3
Respondents’ answers

First level coding

Second level coding

Third level coding

Themes

Categories

Risk source

4 February 2010

ifs School of Finance
Research Workshop
“Map” of findings - Ukraine

4 February 2010

ifs School of Finance
Research Workshop
LEVEL 3

LEVEL 2

TRANSCRIPT

LEVEL 1

Excel – cheaper than N.Vivo

4 February 2010

ifs School of Finance
Research Workshop
So what sort of responses do
we want?
• Genuine and authentic
– Informed consent
– Full permissions from organisation

• Representative
• Accurately recorded
– Notes / audio / video?
– Language issues?
– Reflexivity issues?

• Clear and able to be interpreted?
4 February 2010

ifs School of Finance
Research Workshop
Other issues for interviews
• Same questions for all respondents
• Questions derived from the conceptual
model
– Process / Policy / Environment / Judgement

•
•
•
•

Priority questions first
Easy questions first?
Internal consistency
Payment?

4 February 2010

ifs School of Finance
Research Workshop
The Singapore interview
schedule
Environment

Competition, regulation and the
market

Loan specification

Process and products

Loan allocation

Process and policy

Process / teams /
people

Personal discretion and influence

Borrower selection Specific risks and legal forms in the
market

Reasons for
allocation

Portfolio and CSR issues

Underlying values

Ethics and policy

4 February 2010

ifs School of Finance
Research Workshop
4 February 2010

ifs School of Finance
Research Workshop
The interview process
Apply to
banks

Informed
consent

Contact
individual
Set date
and time

Send
Transcript

The
Interview

Send
questions

4 February 2010

Transcribe

Make
changes

Analyse

ifs School of Finance
Research Workshop
4 February 2010

ifs School of Finance
Research Workshop

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Bank Lending Research in Singapore

  • 1. Doing Academic Research: Design and methodology – an example of a qualitative research project regarding bank lending to SMEs in Singapore. Keith Pond 4 February 2010 ifs School of Finance Research Workshop
  • 2. Doing Academic Research Generating the BIG idea 4 February 2010 Designing the research ifs School of Finance Research Workshop Planning the fieldwork
  • 3. 4 February 2010 ifs School of Finance Research Workshop
  • 4. Doing Academic Research • Why? Is it important? interesting? adding value? What? What is known already? What outcome is intended? • How? – Who?, When?, Where? Method Budget Opportunity Analysis 4 February 2010 Skills Experience Knowledge Subjects Access Time relevant? Budget Opportunity ifs School of Finance Research Workshop Permissions Access Budget
  • 5. What is the big question? • No eureka! moment • An iterative process, defining and refining Literature review Methodology Conceptual model 4 February 2010 ifs School of Finance Research Workshop
  • 6. “Standing on the shoulders of giants” • Literature review – – – – What is relevant? What is available? What is current? What is the quality of the research? – Is the research credible? Academic / Scientific Research Government reports Professional journals Newspaper articles Anecdotal evidence 4 February 2010 ifs School of Finance Research Workshop
  • 7. The Singapore study • Previous studies in UK, Germany and Ukraine. • Static data on the market. • Key models of bank lending / risk – Baas and Shrooten (2006) – lending types – Stiglitz (various) – credit rationing / market failure • Specific papers – Berry et al. (2004) – UK and EU banks – Lane and Quack (2001) – UK and German banks – Behr (2007) – German banks 4 February 2010 ifs School of Finance Research Workshop
  • 8. Singapore in 2009 Population: 4.65m. (+1% p.a.) Languages: Mandarin (35%), English (23%), Malay (14%)…. GDP: £144 b. (-2.6% in 2009) Industries: Manufacturing (26.8%) Services (73.2%) Exports £150b. Imports £128b. Inflation 0.5% (6.5% in 2008) Source: CIA Factbook, Jan 2010 4 February 2010 ifs School of Finance Research Workshop
  • 9. Key issues for banks • The external / legal / regulatory environment – Compliance – Society – Technology • Competition – Margins – Response speed – Market share • Information asymmetry – Relationship benefits – Credit assessment / credit scoring / Z scores • Moral Hazard – Monitoring and collateral costs – Insolvency risk 4 February 2010 ifs School of Finance Research Workshop
  • 10. A conceptual model External environment Operating environment Corporate resources The lending decision 4 February 2010 ifs School of Finance Research Workshop
  • 11. So…….What is the big question? • What are the influences on bank lending decisions to SMEs in respect of risk assessment? – What is the extent of the influence? – Do influences differ between countries / cultures / markets? • How can these findings help and guide bank practice? 4 February 2010 ifs School of Finance Research Workshop
  • 12. Worth doing? • Mostly brainstorming up to now • Is the answer worth the effort? – How can findings impact on bank practice? – Can teaching / learning be enhanced? – Can theory be amended / focused? – Does it advance knowledge? – Can methodology be refined? – Is it able to be published? 4 February 2010 ifs School of Finance Research Workshop
  • 13. 4 February 2010 ifs School of Finance Research Workshop
  • 14. Key research design issues Concept / Research question(s) Budget Skills Ethics Methodology Quantitative 4 February 2010 Qualitative ifs School of Finance Research Workshop
  • 15. Quantitative research • Measure what? – Measure what is valued / Value what is measured? • • • • Underlying mathematical concept? Access to data? Reliability / consistency of data? Expected output? – Statistical inferences and correlations – Unlikely to infer causality 4 February 2010 ifs School of Finance Research Workshop
  • 16. Qualitative research • Case based – Ethnographic / Observation – Interviews – Collection of relevant data • Survey – Sample? • How to analyse the findings? 4 February 2010 ifs School of Finance Research Workshop
  • 17. http://www.qsrinternational.com/ 4 February 2010 ifs School of Finance Research Workshop
  • 18. Research methodology and analysis interviews 1 2 3 Respondents’ answers First level coding Second level coding Third level coding Themes Categories Risk source 4 February 2010 ifs School of Finance Research Workshop
  • 19. “Map” of findings - Ukraine 4 February 2010 ifs School of Finance Research Workshop
  • 20. LEVEL 3 LEVEL 2 TRANSCRIPT LEVEL 1 Excel – cheaper than N.Vivo 4 February 2010 ifs School of Finance Research Workshop
  • 21. So what sort of responses do we want? • Genuine and authentic – Informed consent – Full permissions from organisation • Representative • Accurately recorded – Notes / audio / video? – Language issues? – Reflexivity issues? • Clear and able to be interpreted? 4 February 2010 ifs School of Finance Research Workshop
  • 22. Other issues for interviews • Same questions for all respondents • Questions derived from the conceptual model – Process / Policy / Environment / Judgement • • • • Priority questions first Easy questions first? Internal consistency Payment? 4 February 2010 ifs School of Finance Research Workshop
  • 23. The Singapore interview schedule Environment Competition, regulation and the market Loan specification Process and products Loan allocation Process and policy Process / teams / people Personal discretion and influence Borrower selection Specific risks and legal forms in the market Reasons for allocation Portfolio and CSR issues Underlying values Ethics and policy 4 February 2010 ifs School of Finance Research Workshop
  • 24. 4 February 2010 ifs School of Finance Research Workshop
  • 25. The interview process Apply to banks Informed consent Contact individual Set date and time Send Transcript The Interview Send questions 4 February 2010 Transcribe Make changes Analyse ifs School of Finance Research Workshop
  • 26. 4 February 2010 ifs School of Finance Research Workshop

Editor's Notes

  1. Why are people here today? Are there particular things people want to take away?
  2. One benefit of research – getting to visit different places.
  3. Difficult to categorise all questions as each section contains areas that test internal consistency.
  4. Betty Sim - OCBC