The document outlines the process for conducting rural marketing research in India. It discusses defining business and research objectives, determining the budget, designing the research approach and tools, sampling methods, developing research instruments, collecting and analyzing data, and reporting findings. Some key aspects covered include using both qualitative and quantitative primary and secondary research, tools like participatory rural appraisals, and considerations for fieldwork in rural contexts like building rapport, appropriate communication, and cultural sensitivities.
Presentation of Research Paper SENTIMENT ANALYSIS ON INTERVIEW TRANSCRIPTS: A...Manojkumar Parmar
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Abstract:
One-on-one interviews and the analysis of their transcripts is the most common way researchers get into depth to obtain detailed insights. These insights are highly subjective and lack objectivity. We demonstrate in this paper a method and a use case to bring objectivity to this analysis. We present the use of NLP to generate sentiment analysis and perform various quantitative techniques. This analysis is useful in deriving insights by finding patterns and building a simple linear model to explain the variation in sentiment pattern. We also present a view about the usage of this technique for the effective and optimal time usage by researchers to learn maximum from outlier interviews.
Presentation of Research Paper SENTIMENT ANALYSIS ON INTERVIEW TRANSCRIPTS: A...Manojkumar Parmar
SEVENTH SYMPOSIUM ON NATURAL LANGUAGE PROCESSING (NLP’18) – REGULAR PAPER; PAPER ID: #1570466928
SEPTEMBER 19, 2018 @ ICACCI’18 TRACK 02 ; PESIT (SOUTH CAMPUS) BANGALORE, INDIA
----------
Abstract:
One-on-one interviews and the analysis of their transcripts is the most common way researchers get into depth to obtain detailed insights. These insights are highly subjective and lack objectivity. We demonstrate in this paper a method and a use case to bring objectivity to this analysis. We present the use of NLP to generate sentiment analysis and perform various quantitative techniques. This analysis is useful in deriving insights by finding patterns and building a simple linear model to explain the variation in sentiment pattern. We also present a view about the usage of this technique for the effective and optimal time usage by researchers to learn maximum from outlier interviews.
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3. Rural marketing research process
Defining business and research objectives
Determining the budget
Designing the research(Approach, data sources, research tools-
qualitative/quantitative
Sampling method and size
Designing the research instrument
Fieldwork
Data collection and analysis
Reporting the findings for decision making
4. Defining business and research
objectives
Business objectives
Research objectives
5. Determine the research budget
Collecting information
Analyzing data
Specifying the approximate value of the
information to be collected
Determining the maximum amount that can be
spent on the study
6. Design the research
Purpose
Exploratory, descriptive
and casual
Nature of data
Quantitative v/s
qualitative
Sources of data
Primary v/s secondary
Exploratory, descriptive
and casual research
Quantitative and
qualitative research
Participatory rural
appraisals
Focus group discussions
In depth interviews
Dyads(Paired in-depth
interview)
Slice of life observation
Photo ethnography
7. Design the research
Primary and secondary research
List for secondary data
Census of india
NCAER
NSSO
CSO
State statistical abstract
District statistical handbook
ICDS
CMIE
Government of india
AG Census
Panchayat office
Marketing research companies-
MART, Anugrah madison
Rural marketing association of india
Sampling
Qualitative research
Recruitment of
respondents
Quantitative research
Sample Size
9. Designing the research instrument
Listing down information areas
Converting each information into one or more questions
Arrange them in a coherent sequence
Adding options to each of the questions to make it close-ended
Using relevant scales for each kind of question to measure
Pilot testing the questionnaire before finalizing
10. Organizing the field and collecting the data
Discussion guides for
interview
Interview in natural
setting
Audio record the
interview
Local village school
Panchayat bhawan
Choupal
Do not use home
In-depth interview at
home and alone place
Avoid crowd
Choose experienced
investigators for
quantitative research
15. Field procedure and rural realities
Do’s and don'ts in rural marketing research
Wear simple clothes
Say ram ram or whatever is used there
You should know the dialect or ask someone to come along
Invest time in building rapport
Explain purpose of the interview
Listen to his/her points even if it is not related
Occasional touching of arm and building kinship is important
Don not try this on females and elder people
“aap padhe likhe hain kya?” vs “aap kitna padhe hue hain?”
Approach female members only with the male counterpart of the family
Ask questions slowly and take breaks in between
Choose a secluded place to ask questions, avoid crowd
Don’t be overfriendly that might give biased response
16. Limitations of rural research
Low literacy levels
Local language communication
Scattered and remote villages; inaccessible
roads
Social taboos; difficulty in interacting with
women respondents
Interview timing