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1. Research needs and requirements vary with each assignment, project or paper.
2. Although there is no single "right" way to conduct research, certain methods
and skills can make your research efforts more efficient and effective.
Research Process
Dr. AK Jan SBBU
Research Process
Research process consists of series of actions or steps necessary to effectively carry out
research. The desired sequencing of these steps are shown below, in the Chart.
Dr. AK Jan SBBU
Chart: Indicates that the research process
consists of a number of closely related
activities, as shown through I to VII.
Kai sq
T-test
F-test
The following order concerning various steps provides a useful procedural
guideline regarding the research process:
1. Formulating the research problem:
Steps:
• Distinguish subject area of interest
• Dissect the subject area into sub-areas
Suggestions for finding a research
topic
1. Discuss your ideas with your
course instructor.
2. Discuss your ideas with a
reference librarian.
3. Look over the index and the
• Dissect the subject area into sub-areas
• Decide about an area
• Generate research questions/problems
Dr. AK Jan SBBU
Further readings: https://www.library.cornell.edu/research/introduction
3. Look over the index and the
article titles in a specialized
encyclopedia that covers a
relevant subject area or
discipline
2. Extensive literature survey:
• It is compulsory for a research worker writing a thesis for a Ph.D. degree to write a
synopsis of the topic and submit it to the necessary Committee or the Research
Board for approval.
• At this juncture the researcher should undertake extensive literature survey
connected with the problem.
•• For this purpose, the abstracting and indexing journals and published or
unpublished bibliographies are the first place to go to.
• Relevant material of academic journals, conference proceedings, government
reports, books etc., must be searched depending on the nature of the problem.
Dr. AK Jan SBBU
3. Development of working hypotheses:
• After extensive literature survey, researcher should state in clear terms the working
hypothesis or hypotheses.
• In some chemistry research projects lab work is carried out, which is not based on
hypotheses at all and just aim at carrying out measurements to provide new or more
detailed information in connection with an-going investigation.
• Hypothesis should be very specific and limited to the piece of research in hand
because it has to be tested.
• Usually a research hypothesis must contain, at least, one independent and one
dependent variable.
• The role of the hypothesis is to guide the researcher or to keep him on the right track,
for specific literature and data collection Dr. AK Jan SBBU
For example, let's say you have a problem at the morning after breakfast.
1. Your mom propose the hypothesis: Eating greasy food causes pimples.
2. Your papa propose the hypothesis: Tea causes pimples
3. you propose the hypothesis: Spicy food causes pimples
4. Your brother propose the hypothesis: wheat bread causes pimples
Next, you need to design an a scientific study (literature survey i.e. study books, internet,
research articles), or field work (data collection by questionnaire etc) or check
practically to test this hypothesis
Dr. AK Jan SBBU
practically to test this hypothesis
Dependant variable= Pimples, constant= constants are theses which you not changing and
keep constant during experiment to check variables)
Independent variable= Tea, Spicy, greasy (you will change them one by one to check which
one (independent variable) affect dependant variable (pimple)
1. You may wonder if there is a correlation between eating greasy, spicy food and getting
pimples and no relation with wheat bread and tea.
2. So you develop hypothesis that spicy and greasy food cause pimples in some people.
experiment
theory is a hypothesis that has been tested (supported by considerable
empirical evidence/not falsified) and generalized so that it can be useful
in explaining, predicting and controlling phenomena.
• In the hypothesis that pimples were due to greasy and spicy food
(accepted).
• But when were checked further hypothesis were also available.
• Pimples are mostly in young stage, and not in childhood or old age.
Dr. AK Jan SBBU
• Pimples are mostly in young stage, and not in childhood or old age.
• Pimples are mostly appear in summer
• Some medicines or antibiotic also causes pimples.
• A general theory will be developed that will reject some hypothesis and
select some other hypothesis.
• So the tested and verified hypothesis become a theory.
• Further readings: https://www.youtube.com/watch?v=lqk3TKuGNBA
Laws
Laws can be said to be theories that:
• have been subject to extensive testing,
• have been found to apply over a wide range of time and space and to be correct,
in every possible situation—or at least are judged to have an extremely low
possibility of being found to be incorrect,
• appear to be in coherence with existing knowledge, and
Dr. AK Jan SBBU
• are widely accepted by the scientific community.
4. Preparing the research design:
• The preparation of the research design, appropriate for a particular research
problem, involves usually the consideration of the following:
• the means of obtaining the information;
• the availability and skills of the researcher and his staff (if any);
• explanation of the way in which selected means of obtaining information will be• explanation of the way in which selected means of obtaining information will be
organized and the reasoning leading to the selection;
• the time available for research; and
• the cost factor relating to research, i.e., the finance available for the purpose
Dr. AK Jan SBBU
5. Determining sample design:
• All the items under consideration in any field of inquiry constitute a ‘universe’ or ‘population’.
• Simple design is a complete plane/ skitch determined before collecting sample. Thus, the plan
to select 12 of a city’s 200 drugstores in a certain way constitutes a sample design.
• Samples can be either probability samples or non-probability samples.
• With probability samples each element has a known probability of being included in the
samplesample
• Probability samples are those based on simple random sampling, systematic sampling,
stratified sampling, cluster/area sampling whereas
• The non-probability samples do not allow the researcher to determine this probability.
• non-probability samples are those based on convenience sampling, judgment sampling and
quota sampling techniques.
Dr. AK Jan SBBU
Simple random sampling Systematic sampling:
• This type of sampling is also known as
chance sampling or probability sampling
where each and every item in the
population has an equal chance of
inclusion in the sample and each one of
the possible samples, in case of finite
• In some instances the most practical
way of sampling is to select every 15th
name on a list, every 10th house on one
side of a street and so on. Sampling of
this type is known as systematic
sampling.
universe, has the same probability of
being selected.
• For example, if we have to select a
sample of 300 items from a universe of
15,000 items, then we can put the
names or numbers of all the 15,000
items on slips of paper and conduct a
lottery.
• In such a design the selection process
starts by picking some random point in
the list and then every nth element is
selected until the desired number is
secured
Dr. AK Jan SBBU
Stratified sampling: Quota sampling
• If the population from which a sample is
to be drawn does not constitute a
homogeneoushomogeneous group, then stratified
sampling technique is applied so as to
obtain a representative sample. In this
technique, the population is stratified
into a number of non-overlapping
• In stratified sampling the cost of taking
random samples from individual strata is
often so expensive that interviewers are
simply given quota to be filled from
different strata, the actual selection of
items for sample being left to the
interviewer’s judgement.into a number of non-overlapping
subpopulations or strata and sample
items are selected from each stratum.
• If the items selected from each stratum
is based on simple random sampling the
entire procedure, first stratification and
then simple random sampling, is known
asas stratifiedstratified randomrandom samplingsampling.
interviewer’s judgement.
• Quota samples generally happen to be
judgement samples rather than random
samples
Dr. AK Jan SBBU
Cluster sampling Multi-stage sampling
involves grouping the population and
then selecting the groups or the
clusters rather than individual elements
for inclusion in the sample.
Example
Suppose some departmental store
wishes to sample its credit card
• This technique is meant for big inquiries
extending to a considerably large
geographical area like an entire country.
Under multi-stage sampling the first stage
may be to select large primary sampling units
such as states, then districts, then towns and
finally certain families within towns.wishes to sample its credit card
holders. It has issued its cards to 15,000
customers. The sample size is to be
kept say 450. For cluster sampling this
list of 15,000 card holders could be
formed into 100 clusters of 150 card
holders each. Three clusters might then
be selected for the sample randoml.
finally certain families within towns.
Sequential sampling
• This is somewhat a complex sample design
where the ultimate size of the sample is not
fixed in advance but is determined according
to mathematical decisions on the basis of
information yielded as survey progresses.
Dr. AK Jan SBBU
6. Collecting the data:
• Primary data can be collected either through experiment or through survey.
•• InIn experimentexperiment, he observes some quantitative measurements, or the data, with the help
of which he examines the truth contained in his hypothesis.
• In surveysurvey, data can be collected by any one or more of the following ways:
1. By observation:
• This method implies the collection of information by way of investigator’s own• This method implies the collection of information by way of investigator’s own
observation, without interviewing the respondents.
• It covers the currently happening and is not the past behavior or future intentions.
• This is an expensive method and the information provided by this method is also
very limited.
• As such this method is not suitable in inquiries where large samples are concerned.
Dr. AK Jan SBBU
6. Collecting the data:
2. Through personal interview:
• The investigator follows a rigid procedure and seeks answers to a set of pre-conceived
questions through personal interviews. This method of collecting data is usually
carried out in a structured way where output depends upon the ability of the
interviewer to a large extent.
3. Through telephone interviews:3. Through telephone interviews:
• This method of collecting information involves contacting the respondents on
telephone itself, when the survey has to be accomplished in a very limited time.
4. By mailing of questionnaires:
• Questionnaires are mailed to the respondents with a request to return after
completing the same. It is the most extensively used method in various economic and
business surveys. Dr. AK Jan SBBU
5. Through schedules:
• Under this method the enumerators are appointed and given training. They are
provided with schedules containing relevant questions. These enumerators go to
respondents with these schedules. Data are collected by filling up the schedules by
enumerators on the basis of replies given by respondents.enumerators on the basis of replies given by respondents.
Dr. AK Jan SBBU
7. Execution of the project:
The Supervisor/researcher should see that the project is executed in a systematic
manner and in time.
Dr. AK Jan SBBU
8. Analysis of data:
• After the data have been collected, the researcher turns to the task of analyzing
them.
• The analysis of data requires a number of closely related operations such as
establishment of categories, the application of these categories to raw data through
coding, tabulation and then drawing statistical inferences.coding, tabulation and then drawing statistical inferences.
• Similarly, the technique of analysis of variancevariance can help us in analyzing whether
three or more varieties of seeds grown on certain fields yield significantly different
results or not.
• In brief, the researcher can analyze the collected data with the help of various
statistical measures.
Dr. AK Jan SBBU
9. Hypothesis-testing:
• After analysing the data as stated above, the researcher is in a position to test
the hypotheses, if any, he had formulated earlier.
• Do the facts support the hypotheses or they happen to be contrary? This is the
usual question which should be answered while testing hypotheses.
• Various tests, such as ChiChi squaresquare testtest, tt--test,test, FF--testtest, have been developed by
statisticians for the purpose.
• The hypotheses may be tested through the use of one or more of such tests,
depending upon the nature and object of research inquiry.
• Hypothesis-testing will result in either accepting the hypothesis or in rejecting it.
Dr. AK Jan SBBU
10. Generalizations and interpretation:
• If a hypothesis is tested and upheld several times, it may be possible for the
researcher to arrive at generalisation, i.e., to build a theory. As a matter of fact,
the real value of research lies in its ability to arrive at certain generalisations
Dr. AK Jan SBBU
11. Preparation of the report or the thesis:
• Finally, the researcher has to prepare the report (thesis, research paper, report
etc.) of what has been done by him.
• The report may/ must contain the following:
1. Title Page having title of the work, address of institution, date/year
2. Acknowledgements
3. Table of contents
4. Summary/abstract of findings:
5. Introduction
6. Literature survey
7. Methodology/ Experimental
8. Results and discussion
9. Conclusion
10. Bibliography/ References Dr. AK Jan SBBU

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1.4 research process

  • 1. 1. Research needs and requirements vary with each assignment, project or paper. 2. Although there is no single "right" way to conduct research, certain methods and skills can make your research efforts more efficient and effective. Research Process Dr. AK Jan SBBU
  • 2. Research Process Research process consists of series of actions or steps necessary to effectively carry out research. The desired sequencing of these steps are shown below, in the Chart. Dr. AK Jan SBBU Chart: Indicates that the research process consists of a number of closely related activities, as shown through I to VII. Kai sq T-test F-test
  • 3. The following order concerning various steps provides a useful procedural guideline regarding the research process: 1. Formulating the research problem: Steps: • Distinguish subject area of interest • Dissect the subject area into sub-areas Suggestions for finding a research topic 1. Discuss your ideas with your course instructor. 2. Discuss your ideas with a reference librarian. 3. Look over the index and the • Dissect the subject area into sub-areas • Decide about an area • Generate research questions/problems Dr. AK Jan SBBU Further readings: https://www.library.cornell.edu/research/introduction 3. Look over the index and the article titles in a specialized encyclopedia that covers a relevant subject area or discipline
  • 4. 2. Extensive literature survey: • It is compulsory for a research worker writing a thesis for a Ph.D. degree to write a synopsis of the topic and submit it to the necessary Committee or the Research Board for approval. • At this juncture the researcher should undertake extensive literature survey connected with the problem. •• For this purpose, the abstracting and indexing journals and published or unpublished bibliographies are the first place to go to. • Relevant material of academic journals, conference proceedings, government reports, books etc., must be searched depending on the nature of the problem. Dr. AK Jan SBBU
  • 5. 3. Development of working hypotheses: • After extensive literature survey, researcher should state in clear terms the working hypothesis or hypotheses. • In some chemistry research projects lab work is carried out, which is not based on hypotheses at all and just aim at carrying out measurements to provide new or more detailed information in connection with an-going investigation. • Hypothesis should be very specific and limited to the piece of research in hand because it has to be tested. • Usually a research hypothesis must contain, at least, one independent and one dependent variable. • The role of the hypothesis is to guide the researcher or to keep him on the right track, for specific literature and data collection Dr. AK Jan SBBU
  • 6. For example, let's say you have a problem at the morning after breakfast. 1. Your mom propose the hypothesis: Eating greasy food causes pimples. 2. Your papa propose the hypothesis: Tea causes pimples 3. you propose the hypothesis: Spicy food causes pimples 4. Your brother propose the hypothesis: wheat bread causes pimples Next, you need to design an a scientific study (literature survey i.e. study books, internet, research articles), or field work (data collection by questionnaire etc) or check practically to test this hypothesis Dr. AK Jan SBBU practically to test this hypothesis Dependant variable= Pimples, constant= constants are theses which you not changing and keep constant during experiment to check variables) Independent variable= Tea, Spicy, greasy (you will change them one by one to check which one (independent variable) affect dependant variable (pimple) 1. You may wonder if there is a correlation between eating greasy, spicy food and getting pimples and no relation with wheat bread and tea. 2. So you develop hypothesis that spicy and greasy food cause pimples in some people. experiment
  • 7. theory is a hypothesis that has been tested (supported by considerable empirical evidence/not falsified) and generalized so that it can be useful in explaining, predicting and controlling phenomena. • In the hypothesis that pimples were due to greasy and spicy food (accepted). • But when were checked further hypothesis were also available. • Pimples are mostly in young stage, and not in childhood or old age. Dr. AK Jan SBBU • Pimples are mostly in young stage, and not in childhood or old age. • Pimples are mostly appear in summer • Some medicines or antibiotic also causes pimples. • A general theory will be developed that will reject some hypothesis and select some other hypothesis. • So the tested and verified hypothesis become a theory. • Further readings: https://www.youtube.com/watch?v=lqk3TKuGNBA
  • 8. Laws Laws can be said to be theories that: • have been subject to extensive testing, • have been found to apply over a wide range of time and space and to be correct, in every possible situation—or at least are judged to have an extremely low possibility of being found to be incorrect, • appear to be in coherence with existing knowledge, and Dr. AK Jan SBBU • are widely accepted by the scientific community.
  • 9. 4. Preparing the research design: • The preparation of the research design, appropriate for a particular research problem, involves usually the consideration of the following: • the means of obtaining the information; • the availability and skills of the researcher and his staff (if any); • explanation of the way in which selected means of obtaining information will be• explanation of the way in which selected means of obtaining information will be organized and the reasoning leading to the selection; • the time available for research; and • the cost factor relating to research, i.e., the finance available for the purpose Dr. AK Jan SBBU
  • 10. 5. Determining sample design: • All the items under consideration in any field of inquiry constitute a ‘universe’ or ‘population’. • Simple design is a complete plane/ skitch determined before collecting sample. Thus, the plan to select 12 of a city’s 200 drugstores in a certain way constitutes a sample design. • Samples can be either probability samples or non-probability samples. • With probability samples each element has a known probability of being included in the samplesample • Probability samples are those based on simple random sampling, systematic sampling, stratified sampling, cluster/area sampling whereas • The non-probability samples do not allow the researcher to determine this probability. • non-probability samples are those based on convenience sampling, judgment sampling and quota sampling techniques. Dr. AK Jan SBBU
  • 11. Simple random sampling Systematic sampling: • This type of sampling is also known as chance sampling or probability sampling where each and every item in the population has an equal chance of inclusion in the sample and each one of the possible samples, in case of finite • In some instances the most practical way of sampling is to select every 15th name on a list, every 10th house on one side of a street and so on. Sampling of this type is known as systematic sampling. universe, has the same probability of being selected. • For example, if we have to select a sample of 300 items from a universe of 15,000 items, then we can put the names or numbers of all the 15,000 items on slips of paper and conduct a lottery. • In such a design the selection process starts by picking some random point in the list and then every nth element is selected until the desired number is secured Dr. AK Jan SBBU
  • 12. Stratified sampling: Quota sampling • If the population from which a sample is to be drawn does not constitute a homogeneoushomogeneous group, then stratified sampling technique is applied so as to obtain a representative sample. In this technique, the population is stratified into a number of non-overlapping • In stratified sampling the cost of taking random samples from individual strata is often so expensive that interviewers are simply given quota to be filled from different strata, the actual selection of items for sample being left to the interviewer’s judgement.into a number of non-overlapping subpopulations or strata and sample items are selected from each stratum. • If the items selected from each stratum is based on simple random sampling the entire procedure, first stratification and then simple random sampling, is known asas stratifiedstratified randomrandom samplingsampling. interviewer’s judgement. • Quota samples generally happen to be judgement samples rather than random samples Dr. AK Jan SBBU
  • 13. Cluster sampling Multi-stage sampling involves grouping the population and then selecting the groups or the clusters rather than individual elements for inclusion in the sample. Example Suppose some departmental store wishes to sample its credit card • This technique is meant for big inquiries extending to a considerably large geographical area like an entire country. Under multi-stage sampling the first stage may be to select large primary sampling units such as states, then districts, then towns and finally certain families within towns.wishes to sample its credit card holders. It has issued its cards to 15,000 customers. The sample size is to be kept say 450. For cluster sampling this list of 15,000 card holders could be formed into 100 clusters of 150 card holders each. Three clusters might then be selected for the sample randoml. finally certain families within towns. Sequential sampling • This is somewhat a complex sample design where the ultimate size of the sample is not fixed in advance but is determined according to mathematical decisions on the basis of information yielded as survey progresses. Dr. AK Jan SBBU
  • 14. 6. Collecting the data: • Primary data can be collected either through experiment or through survey. •• InIn experimentexperiment, he observes some quantitative measurements, or the data, with the help of which he examines the truth contained in his hypothesis. • In surveysurvey, data can be collected by any one or more of the following ways: 1. By observation: • This method implies the collection of information by way of investigator’s own• This method implies the collection of information by way of investigator’s own observation, without interviewing the respondents. • It covers the currently happening and is not the past behavior or future intentions. • This is an expensive method and the information provided by this method is also very limited. • As such this method is not suitable in inquiries where large samples are concerned. Dr. AK Jan SBBU
  • 15. 6. Collecting the data: 2. Through personal interview: • The investigator follows a rigid procedure and seeks answers to a set of pre-conceived questions through personal interviews. This method of collecting data is usually carried out in a structured way where output depends upon the ability of the interviewer to a large extent. 3. Through telephone interviews:3. Through telephone interviews: • This method of collecting information involves contacting the respondents on telephone itself, when the survey has to be accomplished in a very limited time. 4. By mailing of questionnaires: • Questionnaires are mailed to the respondents with a request to return after completing the same. It is the most extensively used method in various economic and business surveys. Dr. AK Jan SBBU
  • 16. 5. Through schedules: • Under this method the enumerators are appointed and given training. They are provided with schedules containing relevant questions. These enumerators go to respondents with these schedules. Data are collected by filling up the schedules by enumerators on the basis of replies given by respondents.enumerators on the basis of replies given by respondents. Dr. AK Jan SBBU
  • 17. 7. Execution of the project: The Supervisor/researcher should see that the project is executed in a systematic manner and in time. Dr. AK Jan SBBU
  • 18. 8. Analysis of data: • After the data have been collected, the researcher turns to the task of analyzing them. • The analysis of data requires a number of closely related operations such as establishment of categories, the application of these categories to raw data through coding, tabulation and then drawing statistical inferences.coding, tabulation and then drawing statistical inferences. • Similarly, the technique of analysis of variancevariance can help us in analyzing whether three or more varieties of seeds grown on certain fields yield significantly different results or not. • In brief, the researcher can analyze the collected data with the help of various statistical measures. Dr. AK Jan SBBU
  • 19. 9. Hypothesis-testing: • After analysing the data as stated above, the researcher is in a position to test the hypotheses, if any, he had formulated earlier. • Do the facts support the hypotheses or they happen to be contrary? This is the usual question which should be answered while testing hypotheses. • Various tests, such as ChiChi squaresquare testtest, tt--test,test, FF--testtest, have been developed by statisticians for the purpose. • The hypotheses may be tested through the use of one or more of such tests, depending upon the nature and object of research inquiry. • Hypothesis-testing will result in either accepting the hypothesis or in rejecting it. Dr. AK Jan SBBU
  • 20. 10. Generalizations and interpretation: • If a hypothesis is tested and upheld several times, it may be possible for the researcher to arrive at generalisation, i.e., to build a theory. As a matter of fact, the real value of research lies in its ability to arrive at certain generalisations Dr. AK Jan SBBU
  • 21. 11. Preparation of the report or the thesis: • Finally, the researcher has to prepare the report (thesis, research paper, report etc.) of what has been done by him. • The report may/ must contain the following: 1. Title Page having title of the work, address of institution, date/year 2. Acknowledgements 3. Table of contents 4. Summary/abstract of findings: 5. Introduction 6. Literature survey 7. Methodology/ Experimental 8. Results and discussion 9. Conclusion 10. Bibliography/ References Dr. AK Jan SBBU