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MUHAMMAD USMAN
The Hallmarks of Scientific
Research
mianusman67@yahoo.com
THE HALLMARKS OF SCIENTIFIC
RESEARCH
The hallmarks or main distinguishing
characteristics of scientific research may be
listed as follows:
1. Purposiveness
2. Rigor
3. Testability
4. Replicability
5. Precision and Confidence
6. Objectivity
7. Generalizability
8. Parsimony
mianusman67@yahoo.com
HALLMARKS OF SCIENTIFIC RESEARCH
1. Purposiveness
 It has to start with a definite aim or
purpose.
 The focus is on increasing employee
commitment.
 Increase employee commitment will
translate into less turnover, less
absenteeism and increased performance
levels.
 Thus it has a purposive focus.
mianusman67@yahoo.com
2. Rigor
 A good theoretical base and sound methodological
design would add rigor to the purposive study.
 Rigor connotes carefulness, scrupulousness and the
degree of exactitude in research.
Example:
A manager asks 10-12 employees how to increase the
level of commitment. If solely on the basis of their
responses the manager reaches several conclusions on
how employee commitment can be increases, the
whole approach to the investigation would be
unscientific. It would lack rigor for the following
reasons:
mianusman67@yahoo.com
 Based on few employees
 Bias and incorrectness
 There might be other influences on
commitment which are ignored and are
important for a researcher to know
 Thus, Rigorous involves good theoretical base
and thought out methodology.
 These factors enable the researcher to collect
the right kind of information from an
appropriate sample with the minimum degree
of bias and facilitate suitable analysis of the
data gathered.
 This supports the other six too.
mianusman67@yahoo.com
3. Testability
After random selection manager and
researcher develops certain hypothesis on
how manager employee commitment can be
enhanced, then these can be tested by
applying certain statistical tests to the data
collected for the purpose.
The researcher might hypothesize that those
employees who perceive greater opportunities
for participation in decision making would
have a higher level of commitment.
mianusman67@yahoo.com
4. Explicability:
It means that it can be used again if similar
circumstances prevails.
Example:
The study concludes that participation in
decision making is one of the most important
factors that influences the commitment, we
will place more faith and credence in these
finding and apply in similar situations. To
the extent that this does happen, we will gain
confidence in the scientific nature of our
research.
mianusman67@yahoo.com
5. Precision and Confidence
 Precision
Precision refers to the closeness of the findings to
“reality” based on a sample.
It reflects the degree of accuracy and exactitude of the
results of the sample.
Example:
If a supervisor estimated the number of production
days lost during the year due to absenteeism at
between 30 and 40, as against the actual of 35, the
precision of my estimation more favorably than if he
has indicated that the loss of production days was
somewhere between 20 and 50.
mianusman67@yahoo.com
 Confidence
Confidence refers to the probability that our
estimations are correct. That is, it is not
merely enough to be precise, but it is also
important that we can confidently claim that
95% of the time our results would be true and
there is only a 5% chance of our being wrong.
This is also known as confidence level.
mianusman67@yahoo.com
6. Objectivity
The conclusions drawn through the
interpretation of the results of data analysis
should be objective; that is, they should be based
on the facts of the findings derived from actual
data, and not on our subjective or emotional
values.
Example:
If we had a hypothesis that stated that greater
participation in decision making will increase
organizational commitment and this was not
supported by the results, it makes no sense if the
researcher continues to argue that increased
opportunities for employee participation would
still help!
mianusman67@yahoo.com
7. Generalizability
It refers to the scope of applicability of the
research findings in one organization setting to
other settings.
Example:
If a researcher’s findings that participation in
decision making enhances organizational
commitment are found to be true in a variety of
manufacturing, industrial and service
organizations, and not merely in the particular
organization studied by the researcher, then the
generalizability of the findings to other
organizational settings in enhanced. The more
generalizable the research, the greater its
usefulness and value.
mianusman67@yahoo.com
8. Parsimony
Simplicity in explaining the phenomenon or
problems that occur, and in generating solutions
for the problems, is always preferred to complex
research frameworks that consider an
unmanageable number of factors. For instance, if
2-3 specific variables in the work situation are
identified, which when changed would raise the
organizational commitment of the employees by
45%, that would be more useful be more useful
and valuable to the manager than if it were
recommended that he should change 10 different
variables to increase organizational commitment
by 48%.
mianusman67@yahoo.com
 Abstract
This article presents a number of obstacles to
conducting program evaluations which include: the
"word" evaluation itself, the politics of evaluation,
inadequate resources, the tendency of
organizations to resist change, and a lack of
understanding of the context of program
evaluations.
OBSTACLES TO CONDUCTING SCIENTIFIC
RESEARCH:
mianusman67@yahoo.com
 Underpinning these obstacles is the longstanding
definitional dilemma between program
evaluation and social science research. Although
the article's implications are directed toward
public health evaluators, they are generalizable
to other evaluators in other disciplines. These
obstacles highlight the fact that a major role of
any evaluator is to confront and negotiate
successfully around them.
mianusman67@yahoo.com
DEDUCTION METHODS IN RESEARCH:
Deductive method is when we arrive a decision by
logically generalizing from a known fact
Example: All high performer is proficient in thier
jobs.
If Jhon is a high performer he is a proficient in
his work.
Develop
Theory
Formulate
Hypotheses
Collect &
Analyse Data
Accept/
Reject
Hypotheses
mianusman67@yahoo.com
INDUCTION METHODS IN RESEARCH:
Induction is a process where we observe certain
phenomena and on this basis arrive at
conclusions
Example: Production process are the main
features of factories, Therefore factories exist for
production purpose.
Observe
Phenomina
Analyse
Patterns and
Themes
Formulate
Relationship
Develop
Theory
mianusman67@yahoo.com
mianusman67@yahoo.com
Thank You

mianusman67@yahoo.com

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Research presentation

  • 1. MUHAMMAD USMAN The Hallmarks of Scientific Research mianusman67@yahoo.com
  • 2. THE HALLMARKS OF SCIENTIFIC RESEARCH The hallmarks or main distinguishing characteristics of scientific research may be listed as follows: 1. Purposiveness 2. Rigor 3. Testability 4. Replicability 5. Precision and Confidence 6. Objectivity 7. Generalizability 8. Parsimony mianusman67@yahoo.com
  • 3. HALLMARKS OF SCIENTIFIC RESEARCH 1. Purposiveness  It has to start with a definite aim or purpose.  The focus is on increasing employee commitment.  Increase employee commitment will translate into less turnover, less absenteeism and increased performance levels.  Thus it has a purposive focus. mianusman67@yahoo.com
  • 4. 2. Rigor  A good theoretical base and sound methodological design would add rigor to the purposive study.  Rigor connotes carefulness, scrupulousness and the degree of exactitude in research. Example: A manager asks 10-12 employees how to increase the level of commitment. If solely on the basis of their responses the manager reaches several conclusions on how employee commitment can be increases, the whole approach to the investigation would be unscientific. It would lack rigor for the following reasons: mianusman67@yahoo.com
  • 5.  Based on few employees  Bias and incorrectness  There might be other influences on commitment which are ignored and are important for a researcher to know  Thus, Rigorous involves good theoretical base and thought out methodology.  These factors enable the researcher to collect the right kind of information from an appropriate sample with the minimum degree of bias and facilitate suitable analysis of the data gathered.  This supports the other six too. mianusman67@yahoo.com
  • 6. 3. Testability After random selection manager and researcher develops certain hypothesis on how manager employee commitment can be enhanced, then these can be tested by applying certain statistical tests to the data collected for the purpose. The researcher might hypothesize that those employees who perceive greater opportunities for participation in decision making would have a higher level of commitment. mianusman67@yahoo.com
  • 7. 4. Explicability: It means that it can be used again if similar circumstances prevails. Example: The study concludes that participation in decision making is one of the most important factors that influences the commitment, we will place more faith and credence in these finding and apply in similar situations. To the extent that this does happen, we will gain confidence in the scientific nature of our research. mianusman67@yahoo.com
  • 8. 5. Precision and Confidence  Precision Precision refers to the closeness of the findings to “reality” based on a sample. It reflects the degree of accuracy and exactitude of the results of the sample. Example: If a supervisor estimated the number of production days lost during the year due to absenteeism at between 30 and 40, as against the actual of 35, the precision of my estimation more favorably than if he has indicated that the loss of production days was somewhere between 20 and 50. mianusman67@yahoo.com
  • 9.  Confidence Confidence refers to the probability that our estimations are correct. That is, it is not merely enough to be precise, but it is also important that we can confidently claim that 95% of the time our results would be true and there is only a 5% chance of our being wrong. This is also known as confidence level. mianusman67@yahoo.com
  • 10. 6. Objectivity The conclusions drawn through the interpretation of the results of data analysis should be objective; that is, they should be based on the facts of the findings derived from actual data, and not on our subjective or emotional values. Example: If we had a hypothesis that stated that greater participation in decision making will increase organizational commitment and this was not supported by the results, it makes no sense if the researcher continues to argue that increased opportunities for employee participation would still help! mianusman67@yahoo.com
  • 11. 7. Generalizability It refers to the scope of applicability of the research findings in one organization setting to other settings. Example: If a researcher’s findings that participation in decision making enhances organizational commitment are found to be true in a variety of manufacturing, industrial and service organizations, and not merely in the particular organization studied by the researcher, then the generalizability of the findings to other organizational settings in enhanced. The more generalizable the research, the greater its usefulness and value. mianusman67@yahoo.com
  • 12. 8. Parsimony Simplicity in explaining the phenomenon or problems that occur, and in generating solutions for the problems, is always preferred to complex research frameworks that consider an unmanageable number of factors. For instance, if 2-3 specific variables in the work situation are identified, which when changed would raise the organizational commitment of the employees by 45%, that would be more useful be more useful and valuable to the manager than if it were recommended that he should change 10 different variables to increase organizational commitment by 48%. mianusman67@yahoo.com
  • 13.  Abstract This article presents a number of obstacles to conducting program evaluations which include: the "word" evaluation itself, the politics of evaluation, inadequate resources, the tendency of organizations to resist change, and a lack of understanding of the context of program evaluations. OBSTACLES TO CONDUCTING SCIENTIFIC RESEARCH: mianusman67@yahoo.com
  • 14.  Underpinning these obstacles is the longstanding definitional dilemma between program evaluation and social science research. Although the article's implications are directed toward public health evaluators, they are generalizable to other evaluators in other disciplines. These obstacles highlight the fact that a major role of any evaluator is to confront and negotiate successfully around them. mianusman67@yahoo.com
  • 15. DEDUCTION METHODS IN RESEARCH: Deductive method is when we arrive a decision by logically generalizing from a known fact Example: All high performer is proficient in thier jobs. If Jhon is a high performer he is a proficient in his work. Develop Theory Formulate Hypotheses Collect & Analyse Data Accept/ Reject Hypotheses mianusman67@yahoo.com
  • 16. INDUCTION METHODS IN RESEARCH: Induction is a process where we observe certain phenomena and on this basis arrive at conclusions Example: Production process are the main features of factories, Therefore factories exist for production purpose. Observe Phenomina Analyse Patterns and Themes Formulate Relationship Develop Theory mianusman67@yahoo.com