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CHAPTER 1CHAPTER 1
INTRODUCTION TO RESEARCHINTRODUCTION TO RESEARCH
22
What isWhat is ResearchResearch??
 Research is the process of finding solutions toResearch is the process of finding solutions to
a problem after a thorough study and analysisa problem after a thorough study and analysis
of the situational factors.of the situational factors.
33
What is Research?What is Research?
 Managers in organizations constantly engageManagers in organizations constantly engage
themselves in studying and analyzing issuesthemselves in studying and analyzing issues
and hence are involved in some form ofand hence are involved in some form of
research activity as they make decisions at theresearch activity as they make decisions at the
workplace.workplace.
44
Types of Business ResearchTypes of Business Research
 Research can be undertaken for two differentResearch can be undertaken for two different
purposes:purposes:
1.1. To solve a current problem faced by the manager inTo solve a current problem faced by the manager in
the work setting. Such research is calledthe work setting. Such research is called appliedapplied
researchresearch..
2.2. To generate a body of knowledge about how toTo generate a body of knowledge about how to
solve problems that could be occurred insolve problems that could be occurred in
organizations. This is calledorganizations. This is called basic research orbasic research or
fundamental researchfundamental research. It is also known as. It is also known as purepure
researchresearch..
55
Examples ofExamples of AppliedApplied ResearchResearch
 Apple’s iPod sales increased by 200% from 2001 toApple’s iPod sales increased by 200% from 2001 to
2008. but the sales2008. but the sales decreaseddecreased by 6% in 2009. What isby 6% in 2009. What is
the reason for this decrease?the reason for this decrease?
 The question is: what will apple do about thisThe question is: what will apple do about this
problem?problem?
66
Examples ofExamples of BasicBasic ResearchResearch
 University professors engage in basic research in an effort toUniversity professors engage in basic research in an effort to
understand and generate more knowledge about variousunderstand and generate more knowledge about various
aspects of businesses, such as:aspects of businesses, such as:
- How to improve the effectiveness of information systems.How to improve the effectiveness of information systems.
- How to integrate technology into the overall strategicHow to integrate technology into the overall strategic
objectives of an organization.objectives of an organization.
- How to increase the productivity of the employees.How to increase the productivity of the employees.
- How to increase the effectiveness of small businesses.How to increase the effectiveness of small businesses.
77
Distinction Between Applied and BasicDistinction Between Applied and Basic
ResearchResearch
 The mainThe main distinctiondistinction between applied and basicbetween applied and basic
business research is:business research is:
- Applied researchApplied research is specifically aimed at solving ais specifically aimed at solving a
currently experienced problem.currently experienced problem.
- Basic researchBasic research has a broader objective of generatinghas a broader objective of generating
knowledge and understanding of phenomena andknowledge and understanding of phenomena and
problems that occur in various organizationalproblems that occur in various organizational
settings.settings.
- Both types of research follow the same steps ofBoth types of research follow the same steps of
systematic inquiry to arrive at solutions tosystematic inquiry to arrive at solutions to
problems.problems.
Distinction Between Applied andDistinction Between Applied and
Basic ResearchBasic Research
88
Business ResearchBusiness Research
MethodsMethods
Adopted FromAdopted From
Fourth EditionFourth Edition
Uma SekaranUma Sekaran
Chapter 2Chapter 2
SCIENTIFICSCIENTIFIC
INVESTIGATIONINVESTIGATION
Definition of ScientificDefinition of Scientific
ResearchResearch
Scientific Research focusing onScientific Research focusing on
solving problems and pursues asolving problems and pursues a
step by step logical, organizedstep by step logical, organized
and rigorous method to identifyand rigorous method to identify
the problems, gather data,the problems, gather data,
analyze them and draw validanalyze them and draw valid
conclusions there from.conclusions there from.
Why Scientific Research?Why Scientific Research?
 This research is not based on hunches,This research is not based on hunches,
experience and intuition.experience and intuition.
 It is purposive and rigorous.It is purposive and rigorous.
 Enables all those who are interested inEnables all those who are interested in
researching and knowing about the same orresearching and knowing about the same or
similar issues to come up with comparablesimilar issues to come up with comparable
findings when data are analyzed.findings when data are analyzed.
 Findings are accurate and confident.Findings are accurate and confident.
 Apply solutions to similar problems.Apply solutions to similar problems.
 It is more objective.It is more objective.
Cont.Cont.
 Highlights the most critical factors at the workHighlights the most critical factors at the work
place that need specific attention to solve orplace that need specific attention to solve or
minimize problems.minimize problems.
 Scientific Investigation and Managerial DecisionScientific Investigation and Managerial Decision
Making are integral part of effective problemMaking are integral part of effective problem
solving.solving.
 It can be applied to both basic and appliedIt can be applied to both basic and applied
research.research.
 Applied research may or may not be generalizableApplied research may or may not be generalizable
The Hallmarks of Scientific ResearchThe Hallmarks of Scientific Research
1.1. PurposivenessPurposiveness
2.2. RigorRigor
3.3. TestabilityTestability
4.4. ReplicabilityReplicability
5.5. Precision and ConfidencePrecision and Confidence
6.6. ObjectivityObjectivity
7.7. GeneralizabilityGeneralizability
8.8. ParsimonyParsimony
The hallmarks or main distinguishingThe hallmarks or main distinguishing
characteristics of scientific research may becharacteristics of scientific research may be
listed as follows:listed as follows:
Hallmarks of Scientific ResearchHallmarks of Scientific Research
1.1. PurposivenessPurposiveness
 It has to start with a definite aim or purpose.It has to start with a definite aim or purpose.
 The focus is on increasing employeeThe focus is on increasing employee
commitment.commitment.
 Increase employee commitment will translateIncrease employee commitment will translate
into less turnover, less absenteeism andinto less turnover, less absenteeism and
increased performance levels.increased performance levels.
 Thus it has a purposive focus.Thus it has a purposive focus.
2.2. RigorRigor
 A good theoretical base and sound methodological designA good theoretical base and sound methodological design
would add rigor to the purposive study.would add rigor to the purposive study.
 Rigor adds carefulness, scrupulousness and the degree ofRigor adds carefulness, scrupulousness and the degree of
exactitude in research.exactitude in research.
Example:Example:
A manager asks 10-12 employees how to increase the levelA manager asks 10-12 employees how to increase the level
of commitment. If solely on the basis of their responses theof commitment. If solely on the basis of their responses the
manager reaches several conclusions on how employeemanager reaches several conclusions on how employee
commitment can be increases, the whole approach to thecommitment can be increases, the whole approach to the
investigation would be unscientific. It would lack rigor forinvestigation would be unscientific. It would lack rigor for
the following reasons:the following reasons:
1.1. Based on few employeesBased on few employees
2.2. Bias and incorrectnessBias and incorrectness
3.3. There might be other influences on commitmentThere might be other influences on commitment
which are ignored and are important for a researcherwhich are ignored and are important for a researcher
to knowto know
Thus, Rigorous involves good theoretical base andThus, Rigorous involves good theoretical base and
thought out methodology.thought out methodology.
 These factors enable the researcher to collect the rightThese factors enable the researcher to collect the right
kind of information from an appropriate sample withkind of information from an appropriate sample with
the minimum degree of bias and facilitate suitablethe minimum degree of bias and facilitate suitable
analysis of the data gathered.analysis of the data gathered.
 This supports the other six too.This supports the other six too.
3.3. TestabilityTestability
The researcher might hypothesizeThe researcher might hypothesize
that those employees who perceivethat those employees who perceive
greater opportunities forgreater opportunities for
participation in decision makingparticipation in decision making
would have a higher level ofwould have a higher level of
commitment.commitment.
After random selection researcher developsAfter random selection researcher develops
certain hypothesis on how employee commitmentcertain hypothesis on how employee commitment
can be enhanced, then these can be tested bycan be enhanced, then these can be tested by
applying certain statistical tests to the dataapplying certain statistical tests to the data
collected for the purposecollected for the purpose..
It means that it can be used again ifIt means that it can be used again if
similar circumstances prevails.similar circumstances prevails.
Example:Example:
The study concludes that participation inThe study concludes that participation in
decision making is one of the mostdecision making is one of the most
important factors that influences theimportant factors that influences the
commitment, we will place more faith andcommitment, we will place more faith and
credence in these finding and apply incredence in these finding and apply in
similar situations. To the extent that thissimilar situations. To the extent that this
does happen, we will gain confidence indoes happen, we will gain confidence in
the scientific nature of our research.the scientific nature of our research.
4.4. ReplicabilityReplicability
PrecisionPrecision
– Precision refers to the closeness of the findingsPrecision refers to the closeness of the findings
to “reality” based on a sample.to “reality” based on a sample.
– It reflects the degree of accuracy and exactitudeIt reflects the degree of accuracy and exactitude
of the results of the sample.of the results of the sample.
Example: If a supervisor estimated theExample: If a supervisor estimated the
number of production days lost during thenumber of production days lost during the
year due to absenteeism at between 30 andyear due to absenteeism at between 30 and
40, as against the actual of 35, the precision of40, as against the actual of 35, the precision of
my estimation more favorably than if he hasmy estimation more favorably than if he has
indicated that the loss of production days wasindicated that the loss of production days was
somewhere between 20 and 50.somewhere between 20 and 50.
5.5. Precision and ConfidencePrecision and Confidence
ConfidenceConfidence
– Confidence refers to the probability that ourConfidence refers to the probability that our
estimations are correct.estimations are correct.
– That is, it is not merely enough to be precise,That is, it is not merely enough to be precise,
but it is also important that we canbut it is also important that we can
confidently claim that 95% of the time ourconfidently claim that 95% of the time our
results would be true and there is only a 5%results would be true and there is only a 5%
chance of our being wrong.chance of our being wrong.
– This is also known as confidence level.This is also known as confidence level.
6. Objectivity6. Objectivity
The conclusions drawn through the interpretation ofThe conclusions drawn through the interpretation of
the results of data analysis should be objective; thatthe results of data analysis should be objective; that
is, they should be based on the facts of the findingsis, they should be based on the facts of the findings
derived from actual data, and not on our subjectivederived from actual data, and not on our subjective
or emotional values.or emotional values.
Example: If we had a hypothesis that stated that greaterExample: If we had a hypothesis that stated that greater
participation in decision making will increaseparticipation in decision making will increase
organizational commitment and this was not supportedorganizational commitment and this was not supported
by the results, it makes no sense if the researcherby the results, it makes no sense if the researcher
continues to argue that increased opportunities forcontinues to argue that increased opportunities for
employee participation would still help!employee participation would still help!
7. Generalizability7. Generalizability
It refers to the scope of applicability of theIt refers to the scope of applicability of the
research findings in one organization setting toresearch findings in one organization setting to
other settings.other settings.
Example: If a researcher’s findings thatExample: If a researcher’s findings that
participation in decision making enhancesparticipation in decision making enhances
organizational commitment are found to be true inorganizational commitment are found to be true in
a variety of manufacturing, industrial and servicea variety of manufacturing, industrial and service
organizations, and not merely in the particularorganizations, and not merely in the particular
organization studied by the researcher, then theorganization studied by the researcher, then the
generalizability of the findings to othergeneralizability of the findings to other
organizational settings in enhanced. The moreorganizational settings in enhanced. The more
generalizable the research, the greater itsgeneralizable the research, the greater its
usefulness and value.usefulness and value.
8. Parsimony8. Parsimony
Simplicity in explaining the phenomenon or problems thatSimplicity in explaining the phenomenon or problems that
occur, and in generating solutions for the problems, isoccur, and in generating solutions for the problems, is
always preferred to complex research frameworks thatalways preferred to complex research frameworks that
consider an unmanageable number of factors.consider an unmanageable number of factors.
For instance, if 2-3 specific variables in the work situation areFor instance, if 2-3 specific variables in the work situation are
identified, which when changed would raise theidentified, which when changed would raise the
organizational commitment of the employees by 45%, thatorganizational commitment of the employees by 45%, that
would be more useful be more useful and valuable to thewould be more useful be more useful and valuable to the
manager than if it were recommended that he shouldmanager than if it were recommended that he should
change 10 different variables to increase organizationalchange 10 different variables to increase organizational
commitment by 48%.commitment by 48%.
The Building Blocks of Science inThe Building Blocks of Science in
ResearchResearch
Deduction and InductionsDeduction and Inductions
Answers to issues can be foundAnswers to issues can be found
either by the process ofeither by the process of
induction or the process ofinduction or the process of
deduction, or by a combinationdeduction, or by a combination
of the two.of the two.
DeductionDeduction
 Deduction is the process by which we arrive at aDeduction is the process by which we arrive at a
reasoned conclusion by logical generalization of areasoned conclusion by logical generalization of a
known fact.known fact.
Example: we know that all high performers are highlyExample: we know that all high performers are highly
proficient in their jobs.proficient in their jobs.
If John is a high performer, we then conclude that heIf John is a high performer, we then conclude that he
is highly proficient in his jobis highly proficient in his job
InductionInduction
 Induction is a process where we observe certainInduction is a process where we observe certain
phenomena and on this basis arrive at conclusions.phenomena and on this basis arrive at conclusions.
In other words, in induction we logicallyIn other words, in induction we logically
establish a general proposition based onestablish a general proposition based on
observed facts.observed facts.
The Hypothetico-Deductive MethodThe Hypothetico-Deductive Method
Identifying broad problem areaIdentifying broad problem area
– one senses that certain changes areone senses that certain changes are
occurring or that some new behaviors,occurring or that some new behaviors,
attitudes and feelings are surfacing inattitudes and feelings are surfacing in
one’s environment (i.e., the workone’s environment (i.e., the work
place).place).
– Identify broad area which needsIdentify broad area which needs
inquiryinquiry
Define the problem statementDefine the problem statement
– Aim/objectives should be identified.Aim/objectives should be identified.
– It involves the seeking of information in depth, ofIt involves the seeking of information in depth, of
what is to be inquired.what is to be inquired.
– gathering preliminary information throughgathering preliminary information through
interviewsinterviews
– Additionally by doing library research or obtainingAdditionally by doing library research or obtaining
information through other sources, the investigatorinformation through other sources, the investigator
would identify how such issues have been tackledwould identify how such issues have been tackled
in other situations.in other situations.
– Arriving at specific research problem.Arriving at specific research problem.
HypothesizingHypothesizing
– It is the next logical step after theory formulation.It is the next logical step after theory formulation.
– From the theorized network of associations amongFrom the theorized network of associations among
the variables, certain testable hypotheses orthe variables, certain testable hypotheses or
educated conjectures can be generated.educated conjectures can be generated.
– Hypothesis testing is called deductive research.Hypothesis testing is called deductive research.
Sometimes, hypotheses that were not originallySometimes, hypotheses that were not originally
formulated do get generated through the process offormulated do get generated through the process of
induction.induction.
Determine measuresDetermine measures
 OperationalizationOperationalization
 Research designResearch design
Data CollectionData Collection
–After the development of theAfter the development of the
hypotheses, data with respecthypotheses, data with respect
to each variable in theto each variable in the
hypotheses need to behypotheses need to be
obtained.obtained.
–Data are collected to test theData are collected to test the
hypotheses that are generatedhypotheses that are generated
in the study.in the study.
Data AnalysisData Analysis
– Data gathered are statistically analyzedData gathered are statistically analyzed
to see if the hypotheses that wereto see if the hypotheses that were
generated have been supported.generated have been supported.
– Co relational method will be used toCo relational method will be used to
analyze and determine the relation shipanalyze and determine the relation ship
of two or more factors in theof two or more factors in the
hypotheses for example: stockhypotheses for example: stock
availability and customer satisfactionavailability and customer satisfaction..
DeductionDeduction
–Deduction is the process ofDeduction is the process of
arriving at conclusions byarriving at conclusions by
interpreting the meaning ofinterpreting the meaning of
results of the data analysis.results of the data analysis.
Other Types of ResearchOther Types of Research
 Case studies and action researchCase studies and action research
are sometimes used to studyare sometimes used to study
certain types of issues.certain types of issues.
1.1. Case StudiesCase Studies
2.2. Action ResearchAction Research
Case StudiesCase Studies
 Case studies involve in depth, contextual analyses ofCase studies involve in depth, contextual analyses of
similar situations in the other organizations, wheresimilar situations in the other organizations, where
the nature and definition of the problem happen to bethe nature and definition of the problem happen to be
the same as experienced in the current situation.the same as experienced in the current situation.
 Case study, as a problem solving technique, is notCase study, as a problem solving technique, is not
often undertaken in organizations because suchoften undertaken in organizations because such
studies dealing with problems similar to the onestudies dealing with problems similar to the one
experienced by a particular organization of aexperienced by a particular organization of a
particular size and in a particular type of setting areparticular size and in a particular type of setting are
difficult to come by.difficult to come by.
Action ResearchAction Research
 The researcher begins with a problem that is alreadyThe researcher begins with a problem that is already
identified and gathers relevant data to provide aidentified and gathers relevant data to provide a
tentative problem solution.tentative problem solution.
 This solution is then implemented, with theThis solution is then implemented, with the
knowledge that there may be unintendedknowledge that there may be unintended
consequences following such implementation.consequences following such implementation.
 The effects are then evaluated, defined and diagnosedThe effects are then evaluated, defined and diagnosed
and the research continues on anand the research continues on an ongoing basis untilongoing basis until
the problem is fully resolved.the problem is fully resolved.

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hall marks of sr

  • 1. CHAPTER 1CHAPTER 1 INTRODUCTION TO RESEARCHINTRODUCTION TO RESEARCH
  • 2. 22 What isWhat is ResearchResearch??  Research is the process of finding solutions toResearch is the process of finding solutions to a problem after a thorough study and analysisa problem after a thorough study and analysis of the situational factors.of the situational factors.
  • 3. 33 What is Research?What is Research?  Managers in organizations constantly engageManagers in organizations constantly engage themselves in studying and analyzing issuesthemselves in studying and analyzing issues and hence are involved in some form ofand hence are involved in some form of research activity as they make decisions at theresearch activity as they make decisions at the workplace.workplace.
  • 4. 44 Types of Business ResearchTypes of Business Research  Research can be undertaken for two differentResearch can be undertaken for two different purposes:purposes: 1.1. To solve a current problem faced by the manager inTo solve a current problem faced by the manager in the work setting. Such research is calledthe work setting. Such research is called appliedapplied researchresearch.. 2.2. To generate a body of knowledge about how toTo generate a body of knowledge about how to solve problems that could be occurred insolve problems that could be occurred in organizations. This is calledorganizations. This is called basic research orbasic research or fundamental researchfundamental research. It is also known as. It is also known as purepure researchresearch..
  • 5. 55 Examples ofExamples of AppliedApplied ResearchResearch  Apple’s iPod sales increased by 200% from 2001 toApple’s iPod sales increased by 200% from 2001 to 2008. but the sales2008. but the sales decreaseddecreased by 6% in 2009. What isby 6% in 2009. What is the reason for this decrease?the reason for this decrease?  The question is: what will apple do about thisThe question is: what will apple do about this problem?problem?
  • 6. 66 Examples ofExamples of BasicBasic ResearchResearch  University professors engage in basic research in an effort toUniversity professors engage in basic research in an effort to understand and generate more knowledge about variousunderstand and generate more knowledge about various aspects of businesses, such as:aspects of businesses, such as: - How to improve the effectiveness of information systems.How to improve the effectiveness of information systems. - How to integrate technology into the overall strategicHow to integrate technology into the overall strategic objectives of an organization.objectives of an organization. - How to increase the productivity of the employees.How to increase the productivity of the employees. - How to increase the effectiveness of small businesses.How to increase the effectiveness of small businesses.
  • 7. 77 Distinction Between Applied and BasicDistinction Between Applied and Basic ResearchResearch  The mainThe main distinctiondistinction between applied and basicbetween applied and basic business research is:business research is: - Applied researchApplied research is specifically aimed at solving ais specifically aimed at solving a currently experienced problem.currently experienced problem. - Basic researchBasic research has a broader objective of generatinghas a broader objective of generating knowledge and understanding of phenomena andknowledge and understanding of phenomena and problems that occur in various organizationalproblems that occur in various organizational settings.settings. - Both types of research follow the same steps ofBoth types of research follow the same steps of systematic inquiry to arrive at solutions tosystematic inquiry to arrive at solutions to problems.problems.
  • 8. Distinction Between Applied andDistinction Between Applied and Basic ResearchBasic Research 88
  • 9. Business ResearchBusiness Research MethodsMethods Adopted FromAdopted From Fourth EditionFourth Edition Uma SekaranUma Sekaran
  • 11. Definition of ScientificDefinition of Scientific ResearchResearch Scientific Research focusing onScientific Research focusing on solving problems and pursues asolving problems and pursues a step by step logical, organizedstep by step logical, organized and rigorous method to identifyand rigorous method to identify the problems, gather data,the problems, gather data, analyze them and draw validanalyze them and draw valid conclusions there from.conclusions there from.
  • 12. Why Scientific Research?Why Scientific Research?  This research is not based on hunches,This research is not based on hunches, experience and intuition.experience and intuition.  It is purposive and rigorous.It is purposive and rigorous.  Enables all those who are interested inEnables all those who are interested in researching and knowing about the same orresearching and knowing about the same or similar issues to come up with comparablesimilar issues to come up with comparable findings when data are analyzed.findings when data are analyzed.  Findings are accurate and confident.Findings are accurate and confident.  Apply solutions to similar problems.Apply solutions to similar problems.  It is more objective.It is more objective.
  • 13. Cont.Cont.  Highlights the most critical factors at the workHighlights the most critical factors at the work place that need specific attention to solve orplace that need specific attention to solve or minimize problems.minimize problems.  Scientific Investigation and Managerial DecisionScientific Investigation and Managerial Decision Making are integral part of effective problemMaking are integral part of effective problem solving.solving.  It can be applied to both basic and appliedIt can be applied to both basic and applied research.research.  Applied research may or may not be generalizableApplied research may or may not be generalizable
  • 14. The Hallmarks of Scientific ResearchThe Hallmarks of Scientific Research 1.1. PurposivenessPurposiveness 2.2. RigorRigor 3.3. TestabilityTestability 4.4. ReplicabilityReplicability 5.5. Precision and ConfidencePrecision and Confidence 6.6. ObjectivityObjectivity 7.7. GeneralizabilityGeneralizability 8.8. ParsimonyParsimony The hallmarks or main distinguishingThe hallmarks or main distinguishing characteristics of scientific research may becharacteristics of scientific research may be listed as follows:listed as follows:
  • 15. Hallmarks of Scientific ResearchHallmarks of Scientific Research 1.1. PurposivenessPurposiveness  It has to start with a definite aim or purpose.It has to start with a definite aim or purpose.  The focus is on increasing employeeThe focus is on increasing employee commitment.commitment.  Increase employee commitment will translateIncrease employee commitment will translate into less turnover, less absenteeism andinto less turnover, less absenteeism and increased performance levels.increased performance levels.  Thus it has a purposive focus.Thus it has a purposive focus.
  • 16. 2.2. RigorRigor  A good theoretical base and sound methodological designA good theoretical base and sound methodological design would add rigor to the purposive study.would add rigor to the purposive study.  Rigor adds carefulness, scrupulousness and the degree ofRigor adds carefulness, scrupulousness and the degree of exactitude in research.exactitude in research. Example:Example: A manager asks 10-12 employees how to increase the levelA manager asks 10-12 employees how to increase the level of commitment. If solely on the basis of their responses theof commitment. If solely on the basis of their responses the manager reaches several conclusions on how employeemanager reaches several conclusions on how employee commitment can be increases, the whole approach to thecommitment can be increases, the whole approach to the investigation would be unscientific. It would lack rigor forinvestigation would be unscientific. It would lack rigor for the following reasons:the following reasons:
  • 17. 1.1. Based on few employeesBased on few employees 2.2. Bias and incorrectnessBias and incorrectness 3.3. There might be other influences on commitmentThere might be other influences on commitment which are ignored and are important for a researcherwhich are ignored and are important for a researcher to knowto know Thus, Rigorous involves good theoretical base andThus, Rigorous involves good theoretical base and thought out methodology.thought out methodology.  These factors enable the researcher to collect the rightThese factors enable the researcher to collect the right kind of information from an appropriate sample withkind of information from an appropriate sample with the minimum degree of bias and facilitate suitablethe minimum degree of bias and facilitate suitable analysis of the data gathered.analysis of the data gathered.  This supports the other six too.This supports the other six too.
  • 18. 3.3. TestabilityTestability The researcher might hypothesizeThe researcher might hypothesize that those employees who perceivethat those employees who perceive greater opportunities forgreater opportunities for participation in decision makingparticipation in decision making would have a higher level ofwould have a higher level of commitment.commitment. After random selection researcher developsAfter random selection researcher develops certain hypothesis on how employee commitmentcertain hypothesis on how employee commitment can be enhanced, then these can be tested bycan be enhanced, then these can be tested by applying certain statistical tests to the dataapplying certain statistical tests to the data collected for the purposecollected for the purpose..
  • 19. It means that it can be used again ifIt means that it can be used again if similar circumstances prevails.similar circumstances prevails. Example:Example: The study concludes that participation inThe study concludes that participation in decision making is one of the mostdecision making is one of the most important factors that influences theimportant factors that influences the commitment, we will place more faith andcommitment, we will place more faith and credence in these finding and apply incredence in these finding and apply in similar situations. To the extent that thissimilar situations. To the extent that this does happen, we will gain confidence indoes happen, we will gain confidence in the scientific nature of our research.the scientific nature of our research. 4.4. ReplicabilityReplicability
  • 20. PrecisionPrecision – Precision refers to the closeness of the findingsPrecision refers to the closeness of the findings to “reality” based on a sample.to “reality” based on a sample. – It reflects the degree of accuracy and exactitudeIt reflects the degree of accuracy and exactitude of the results of the sample.of the results of the sample. Example: If a supervisor estimated theExample: If a supervisor estimated the number of production days lost during thenumber of production days lost during the year due to absenteeism at between 30 andyear due to absenteeism at between 30 and 40, as against the actual of 35, the precision of40, as against the actual of 35, the precision of my estimation more favorably than if he hasmy estimation more favorably than if he has indicated that the loss of production days wasindicated that the loss of production days was somewhere between 20 and 50.somewhere between 20 and 50. 5.5. Precision and ConfidencePrecision and Confidence
  • 21. ConfidenceConfidence – Confidence refers to the probability that ourConfidence refers to the probability that our estimations are correct.estimations are correct. – That is, it is not merely enough to be precise,That is, it is not merely enough to be precise, but it is also important that we canbut it is also important that we can confidently claim that 95% of the time ourconfidently claim that 95% of the time our results would be true and there is only a 5%results would be true and there is only a 5% chance of our being wrong.chance of our being wrong. – This is also known as confidence level.This is also known as confidence level.
  • 22. 6. Objectivity6. Objectivity The conclusions drawn through the interpretation ofThe conclusions drawn through the interpretation of the results of data analysis should be objective; thatthe results of data analysis should be objective; that is, they should be based on the facts of the findingsis, they should be based on the facts of the findings derived from actual data, and not on our subjectivederived from actual data, and not on our subjective or emotional values.or emotional values. Example: If we had a hypothesis that stated that greaterExample: If we had a hypothesis that stated that greater participation in decision making will increaseparticipation in decision making will increase organizational commitment and this was not supportedorganizational commitment and this was not supported by the results, it makes no sense if the researcherby the results, it makes no sense if the researcher continues to argue that increased opportunities forcontinues to argue that increased opportunities for employee participation would still help!employee participation would still help!
  • 23. 7. Generalizability7. Generalizability It refers to the scope of applicability of theIt refers to the scope of applicability of the research findings in one organization setting toresearch findings in one organization setting to other settings.other settings. Example: If a researcher’s findings thatExample: If a researcher’s findings that participation in decision making enhancesparticipation in decision making enhances organizational commitment are found to be true inorganizational commitment are found to be true in a variety of manufacturing, industrial and servicea variety of manufacturing, industrial and service organizations, and not merely in the particularorganizations, and not merely in the particular organization studied by the researcher, then theorganization studied by the researcher, then the generalizability of the findings to othergeneralizability of the findings to other organizational settings in enhanced. The moreorganizational settings in enhanced. The more generalizable the research, the greater itsgeneralizable the research, the greater its usefulness and value.usefulness and value.
  • 24. 8. Parsimony8. Parsimony Simplicity in explaining the phenomenon or problems thatSimplicity in explaining the phenomenon or problems that occur, and in generating solutions for the problems, isoccur, and in generating solutions for the problems, is always preferred to complex research frameworks thatalways preferred to complex research frameworks that consider an unmanageable number of factors.consider an unmanageable number of factors. For instance, if 2-3 specific variables in the work situation areFor instance, if 2-3 specific variables in the work situation are identified, which when changed would raise theidentified, which when changed would raise the organizational commitment of the employees by 45%, thatorganizational commitment of the employees by 45%, that would be more useful be more useful and valuable to thewould be more useful be more useful and valuable to the manager than if it were recommended that he shouldmanager than if it were recommended that he should change 10 different variables to increase organizationalchange 10 different variables to increase organizational commitment by 48%.commitment by 48%.
  • 25. The Building Blocks of Science inThe Building Blocks of Science in ResearchResearch Deduction and InductionsDeduction and Inductions Answers to issues can be foundAnswers to issues can be found either by the process ofeither by the process of induction or the process ofinduction or the process of deduction, or by a combinationdeduction, or by a combination of the two.of the two.
  • 26. DeductionDeduction  Deduction is the process by which we arrive at aDeduction is the process by which we arrive at a reasoned conclusion by logical generalization of areasoned conclusion by logical generalization of a known fact.known fact. Example: we know that all high performers are highlyExample: we know that all high performers are highly proficient in their jobs.proficient in their jobs. If John is a high performer, we then conclude that heIf John is a high performer, we then conclude that he is highly proficient in his jobis highly proficient in his job
  • 27. InductionInduction  Induction is a process where we observe certainInduction is a process where we observe certain phenomena and on this basis arrive at conclusions.phenomena and on this basis arrive at conclusions. In other words, in induction we logicallyIn other words, in induction we logically establish a general proposition based onestablish a general proposition based on observed facts.observed facts.
  • 28. The Hypothetico-Deductive MethodThe Hypothetico-Deductive Method
  • 29. Identifying broad problem areaIdentifying broad problem area – one senses that certain changes areone senses that certain changes are occurring or that some new behaviors,occurring or that some new behaviors, attitudes and feelings are surfacing inattitudes and feelings are surfacing in one’s environment (i.e., the workone’s environment (i.e., the work place).place). – Identify broad area which needsIdentify broad area which needs inquiryinquiry
  • 30. Define the problem statementDefine the problem statement – Aim/objectives should be identified.Aim/objectives should be identified. – It involves the seeking of information in depth, ofIt involves the seeking of information in depth, of what is to be inquired.what is to be inquired. – gathering preliminary information throughgathering preliminary information through interviewsinterviews – Additionally by doing library research or obtainingAdditionally by doing library research or obtaining information through other sources, the investigatorinformation through other sources, the investigator would identify how such issues have been tackledwould identify how such issues have been tackled in other situations.in other situations. – Arriving at specific research problem.Arriving at specific research problem.
  • 31. HypothesizingHypothesizing – It is the next logical step after theory formulation.It is the next logical step after theory formulation. – From the theorized network of associations amongFrom the theorized network of associations among the variables, certain testable hypotheses orthe variables, certain testable hypotheses or educated conjectures can be generated.educated conjectures can be generated. – Hypothesis testing is called deductive research.Hypothesis testing is called deductive research. Sometimes, hypotheses that were not originallySometimes, hypotheses that were not originally formulated do get generated through the process offormulated do get generated through the process of induction.induction.
  • 32. Determine measuresDetermine measures  OperationalizationOperationalization  Research designResearch design
  • 33. Data CollectionData Collection –After the development of theAfter the development of the hypotheses, data with respecthypotheses, data with respect to each variable in theto each variable in the hypotheses need to behypotheses need to be obtained.obtained. –Data are collected to test theData are collected to test the hypotheses that are generatedhypotheses that are generated in the study.in the study.
  • 34. Data AnalysisData Analysis – Data gathered are statistically analyzedData gathered are statistically analyzed to see if the hypotheses that wereto see if the hypotheses that were generated have been supported.generated have been supported. – Co relational method will be used toCo relational method will be used to analyze and determine the relation shipanalyze and determine the relation ship of two or more factors in theof two or more factors in the hypotheses for example: stockhypotheses for example: stock availability and customer satisfactionavailability and customer satisfaction..
  • 35. DeductionDeduction –Deduction is the process ofDeduction is the process of arriving at conclusions byarriving at conclusions by interpreting the meaning ofinterpreting the meaning of results of the data analysis.results of the data analysis.
  • 36. Other Types of ResearchOther Types of Research  Case studies and action researchCase studies and action research are sometimes used to studyare sometimes used to study certain types of issues.certain types of issues. 1.1. Case StudiesCase Studies 2.2. Action ResearchAction Research
  • 37. Case StudiesCase Studies  Case studies involve in depth, contextual analyses ofCase studies involve in depth, contextual analyses of similar situations in the other organizations, wheresimilar situations in the other organizations, where the nature and definition of the problem happen to bethe nature and definition of the problem happen to be the same as experienced in the current situation.the same as experienced in the current situation.  Case study, as a problem solving technique, is notCase study, as a problem solving technique, is not often undertaken in organizations because suchoften undertaken in organizations because such studies dealing with problems similar to the onestudies dealing with problems similar to the one experienced by a particular organization of aexperienced by a particular organization of a particular size and in a particular type of setting areparticular size and in a particular type of setting are difficult to come by.difficult to come by.
  • 38. Action ResearchAction Research  The researcher begins with a problem that is alreadyThe researcher begins with a problem that is already identified and gathers relevant data to provide aidentified and gathers relevant data to provide a tentative problem solution.tentative problem solution.  This solution is then implemented, with theThis solution is then implemented, with the knowledge that there may be unintendedknowledge that there may be unintended consequences following such implementation.consequences following such implementation.  The effects are then evaluated, defined and diagnosedThe effects are then evaluated, defined and diagnosed and the research continues on anand the research continues on an ongoing basis untilongoing basis until the problem is fully resolved.the problem is fully resolved.