RESEARCH METHODOLOGY (Business Research Methods)
MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
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Secondary Data
Secondary (or historical) data is data which has been acquired through a research or any other effort in the past and for another purpose Depending on the secondary data needed, there may be numerous sources for acquiring this secondary data
MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
2
Advantages of Secondary Data
• • • •
Pool of already existing data Cost-effective vis-à-vis primary data Quick availability No need for designing and undertaking a research study • Collecting primary data may not be feasible (privacy issues) • Many different sources are available MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
3
Disadvantages of Secondary Data
• Relevance for researcher • Does data apply to target population? • Time-frame consistent with researchers requirement? (outdatedness) • Variation in terms of definition of terms • Different units of measurement (data conversion) • Verification of data’s accuracy (inherent biases due to vested interests) • Reputation of the data-collecting organization and research design used may not be good MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
4
Evaluating Secondary Data
Applicability to Current Project
Do the data help answer questions set out in the problem definition?
No!
Yes
Do the data apply to the time period of interest?
No! Can data
be reworked?
Yes
Do the data apply to the population of interest?
No!
If yes, continue
Yes
Do other terms and variable classifications presented apply to the project?
No!
Yes
Are the units of measurement compatible? MBA III (Research Methodology)
No!
Course Instructor: Dr. Aurangzeb Z. Khan
(Next Slide!) 5
Evaluating Secondary Data Are the units of measurement compatible? Yes
If possible, go to the original data source Yes
Is the cost of data acquisition worth it?
No!
Yes
Is there a possibility of bias? Is using data worth the risk? No
Yes No
No
Can accuracy of data collection be verified? Yes (accurate)
Yes! No! Inaccurate or unsure)
Use Data MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
6
Fact Finding Fact finding is about collecting secondary (or descriptive) data with a view to obtaining insights which can assist in decisionmaking Some examples: (1) Macroeconomic Data of Pakistan (2) Global Oil price trends (3) FDI in China over the period 2000-2005 (4) Indo-Pakistan trade statistics (5) Salary structure across ten selected industries
MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
7
Model Building
Model building is about specifying relationships between two or more variables Models can range from very simple ones, involving only two interrelated variables to complex ones involving several interrelated variables (multivariate statistical forecasting models)
MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
8
Classification of Secondary Data: Internal Sources
Internal Sources (data already existing within an organization, for example, data collected and stored by various departments such as accounting and finance, marketing) Sometimes one unit in an organization is unaware that other units may be maintaining data which may be relevant for it and undertakes unnecessary and costly data collection MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
9
Classification of Secondary Data: External Sources
External Sources (data generated or provided by individuals and entities other than the researcher or his/her organization) There are many types of external sources of secondary data:
Books and Professional Journals Federal Government sources Regional / Provincial Publications Electronic and Print Media Sources Commercial Sources Internet, CDs
MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
10
Secondary Data in the International Context
As economies and business becomes increasingly global in outlook, so does the need for secondary data from other regions and countries Potential Problems:
Unavailability of data in some countries Accuracy of data may be questionable Definitions and measurements of data may vary Comparability of data may be difficult MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
11
On-Line Sources of Secondary (Business) Data in Pakistan: Selected Examples Business Recorder
www.brecorder.com
Forex Pakistan
www.forexpk.com
Karachi Stock Exchange
www.kse.com.pk
The Economist
www.economist.com/countries/pakistan
State Bank of Pakistan
www.sbp.org.pk
National Bank of Pakistan
www.nbp.com.pk
Federal Ministry of Finance
www.finance.gov.pk
Pakistan Federal Government www.pakistan.gov.pk
MBA III (Research Methodology)
Course Instructor: Dr. Aurangzeb Z. Khan
12