Survey Analysis
COLLECTING PRIMARY DATA
1. QUESTIONNAIRES
Compose the questionnaire with care, noting the different types of question it is possible to have: (References are to the TURBOSTATS statistical package)
Type Variable Typical Data
Categorical GENDER 1,2
(TS-FREQ1)
Continuous SALARY 10000
(TS-STATS)
Multiple Frequencies MEDIA +10111
(TS-MFREQ)
(Open Ended) THEMES +10111
(TS-MFREQ)
Ranked FACTORS 1,2,3,4,5
(TS-FREQ1,TS-STATS)
Scaled S_FACTOR 1,2,10
(TS-FREQ1,TS-STATS)
Hypothesis Tests
Cross-Tabulations, Chi-square TS-CROSS
‘T’-tests TS-STATS
Ranked TS-FRIED
Scaled TS-ANOVA
Multiple Frequencies KS-TEST
Your questionnaire analysis should contain:
a statistical description of every question (normally frequency distributions)
Selected hypotheses
Details of sampling
Details of covering letter
Details of response rate
(+ efforts to maximise)
Examples of questionnaire itself
The Research paper on Intelligence Test Tests Intelligences
INTRODUCTION: In 1917, as the United States mobilized its vast resources for the war against Germany, Professor Lewis Terman of Stanford University traveled east to meet with a group of prominent psychologists. Terman was an expert on intelligence testing, for he had pioneered the application of a French Intelligence test (developed by Alfred Binet) in the U. S. Terman, a devoted member of the ...
(Perhaps DATA and LABELS files)
It is important that you show a degree of methodological expertise i.e. be aware of the strengths, limitations of this method of gathering data.
Remember that your questionnaire will often be in the form of a PILOT for what you would do if you had the time and resources for a more detailed enquiry (most appropriate to a post-graduate enquiry)
Important: If you intend to collect some data by questionnaire, then it is very important that you
( Have it checked out by a tutor before its distribution
( Obtain the necessary permissions beforehand
( Think how the results are going to be analysed and incorporated into the report
Your Final Year Project Report should also contain
( Methodological considerations (why this method of data collection was chosen in preference to another e.g. collecting data by interviews)
( Evidence of having been piloted
( Enough cases to make analysis worthwhile (generally about 30)
( An indication that the sample size may have needed to be restricted because of the practicalities of being a Final Year student (if you were a full-time postgraduate student, you would have more time and resources to do it properly)
( Evidence that you can demonstrate the methodological principles at work
2. INTERVIEWS
What are the practicalities of recording the data:
Note-taking (your own notes, complete with good quotations)
Tape recording (but the tape has to be transcribed, to turn it into hard copy!)
Data has to be transcribed – how is this best done ?
(Best done within hours)
How is data to be analysed ?
By thematic analysis
By choice of selected quotes (e.g. ‘A representative view was…’ ‘A minority view was…’)
Make connections with the rest of the literature and the rest of the project
Give details of sampling, location etc.
Sample selection, response may have to be justified in similar terms to a quantitative survey
Preserve anonymity
i.e. not Mr. Jones but Mr. D_____, a Customer Services manager etc.
The Essay on Online Notes Students Lecture Class
I-Notes Aren't so Bad In the article, "Disappearing Ink", Todd Gitlin discusses Students. com, a website that sells lecture notes from over 60 different universities. These notes, taken by graduate students, very thoroughly summarize the lectures. This website and others similar to it are creating controversy in many universities. Gitlin, being an experienced professor, writes from experience ...
Get all necessary permissions
This may not be as easy as it sounds
Promise to show material
Typically, showing the relevant chapter will suffice…
3. APPROACHING ORGANISATIONS
Only do so after other efforts on your part
Be aware that busy professionals may not necessarily have time for you and/or be inundated with requests
Materials often have to be paid for (+P&P)
Offers to visit an organisation may be useful
Ask to speak to Information Department, External Relations Department etc.
It is helpful if you are fairly limited in your requests for information…
ANALYSING PRIMARY DATA
Quantitative data
9. Remember that every question needs an answer !
10. Remember different types of data : Categorical (simple categories)
Multiple frequencies (tick all that apply)
Continuous (statistics)
Ranked data (preferences)
Scaled data (1-5, or 1-10)
Open-ended questions
Hypothesis tests
There are many potential tests to perform – only choose one or two but select them with care and show in your text/ commentary that you can interpret the output!
When you perform hypothesis tests, note the difference between statistical significance and social scientific significance..
| |Statistical significance |Social scientific significance |
|Differences in heights of male v.female | | |
|students |Yes |No |
|Differences in rates of mental illness of| | |
|unemployed v employed |No |Yes |
Use of Graphics
Remember that ‘a picture is worth a thousand words’ but :
11. Use a spreadsheet to perform the graphics for you
The Essay on A Theme Analysis
Poet Robert Lee Frost powerfully depicts a boy’s transition from adolescence to early adulthood in his poem, Birches. The poem begins in the first person point of view, luring the reader to take a close glimpse at nature, specifically birch trees bent from ice-storms and the passage of the years. After a few lines, though, Frost shifts to the second person point of view, stating , for example, “ ...
12. be careful to ensure that it does illuminate and not obscure
13. label it carefully and cross-reference to the text
Analysis of open-ended questions…
These are best analysed as if they had been Multiple Frequencies (tick all that apply) type of questions…
Read through all of the responses and discern that four themes seem to emerge from the analysis i.e. Socialising,clubs,sport,music,other
e.g. 1 “I spend my spare time in the following way…”
Socialising, going to clubs, playing badminton
………………………………………………………………..………….
(Themes: Socialising,clubs,sport,music,other)
(+11100) can be used for computer analysis, (1 indicates a tick, 0 indicates no tick)
e.g. 2 “I spend my spare time in the following way…”
Horseriding, playing rugby, listening to music,
……………………………………………………………………………
(Themes: Socialising,clubs,sport,music,other)
(+00111)
e.g. 3 “I spend my spare time in the following way…”
Clubbing, socialising, reading magazines
………………………………………………………………..……………
(Themes: Socialising,clubs,sport,music,other)
(+11001)
Notes:
1. Do not have too many categories: 3-5 is sufficient
2. Have ‘Other’ as a general category for odd responses
3. If you are only analysing by one theme (e.g. Positive
Negative, Neutral, Mixed) then you can use a simple TS-FREQ1 analysis instead.
Qualitative data
This will generally be in the form of interview data but it could be in other forms e.g. field-notes written up at the time of placement experience.
There are TWO major types of analysis:
The Essay on Lord Of The Flies Theme Analysis
Theme Analysis on the book, 'Lord of the Flies " The theme of Lord of the Flies has been questioned and speculated about for decades. Golding, the author, said that the theme was to trace the problems of society back to the sinful nature of man. He wrote the book to show how political systems cannot govern society effectively without first taking into consideration the defects of human nature. The ...
1. As a source of quoted material, in which you might indicate its typicality e.g.
‘ a commonly expressed view was the following’
“The whole exercise was extremely hard work but fruitful
as we learnt a lot from it”
(Second Year Female student)
Notice the reduced point size, single line spacing, attribution
2. A thematic analysis
In such an analysis, you might analyse the text of interviews for the prevalence of certain themes. For example, in a survey of customers for trainers, we could discern the following:
| |Price | Styling |Availability |Status symbols |
|Respondent 1 |Affordable |High |Easy |Prevalent |
|Respondent 2 | | | | |
|Respondent 3 | | | | |
|etc. | | | | |
Documents
1. Documents are evidently a source of data – that is why we use them in projects
and research reports.
2. However, documents are themselves data and we need to ask several questions of them :
Who wrote the document ? (e.g. Govt. department, pressure group, research body)
What was the purpose of the document ? (to campaign? inform? )
Who were the intended readers of the document ? (general public, ‘already converted’)
How much reliance can we place upon the data ?
3. We need to utilise skills traditionally associated with the historian to ascertain the context of the document. The same is true also of books i.e. they may reflect the concerns of the time e.g.
John Bowlby : Child Care and the Growth of Love (1954)
needs to be put into the context of post-war Britain with a predominantly conservative culture with women’s place in the home’
4. Documents do not have to be published i.e. they can be any source of textual data and as such they could include any of the following – diaries, memos, ‘internal’ office documents, correspondence, newspaper cuttings, transcripts of interviews etc. Whatever the document, try to date it and contextualise it if at all possible..
The Research paper on Child study case
This case study is on a young girl named Jacqueline. She was observed in a classroom at the Early Learning Center. She is 4 years old. She is the only child, and lives with her father and grandmother. Throughout the paper, it compares Jacqueline’s development to what develop mentalist say is normal. The paper is focused primarily on cognitive, physical, and social developments. The paper gives ...
Be prepared to comment upon the accuracy, themes and the context of the documents that you are using. This indicates that you are using your own powers of analysis and judgement.
Case Studies
A case study is often deployed to illustrate some of the general principles outlined in the main body of the dissertation ‘in action’
1. Of necessity, there will need to be a certain amount of descriptive material but keep this to the minimum and avoid the impression of ‘padding’
2. Analyse your case study in the form of themes e.g. organisational structures, role definitions, personal relationships
3. Make the necessary linkages (cross-references) with both:
the literature base of the project itself
the themes that inform the rest of the project
any other studies that have been made in this area
4. Comment on the typicality (or lack of it) of the case study material. You may need to justify why that particular case-study was used in more theoretical terms even if the reason for its selection was essentially an opportunistic one…
5. Some external examiners are pleased to see the ways in which students have utilised their own work experiences particularly if it contains material of a reflective or self-critical nature.
6. The dissertation is one for a degree in Business Studies – make appropriate references to the wider themes current in the literature e.g. globalisation, flexible labour markets, etc.
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