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An Introduction to SPSS   www.profmanishparihar.blogspot.com Source: Johan Smits Saxion Market Research
What is SPSS? ,[object Object],[object Object],[object Object],[object Object],[object Object]
About SPSS Incorporated ,[object Object],[object Object]
[object Object],[object Object],[object Object]
Ownership history ,[object Object],[object Object]
We already know that a Research Process consists of: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Translate the Questionnaire into codes and enter data in SPSS ,[object Object],SPSS comes into picture after data has been collected by lets say: questionnaires
Important factors to consider before data entry into SPSS ,[object Object],[object Object],[object Object]
Question-response formats can be of the following types: ,[object Object],[object Object],[object Object],[object Object]
[object Object]
Examples Response-format :: Closed-Ended ,[object Object],[object Object]
Coding the answers ,[object Object]
Response-format :: Closed-Ended ,[object Object],[object Object],[object Object]
Open-ended with numerical response ,[object Object],[object Object],Enter these types of data  As it is….
Open-ended with text response ,[object Object],[object Object],[object Object],[object Object]
Scale characteristics are of three types in SPSS: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Levels of Measurement
Coding data into the SPSS ,[object Object],[object Object],[object Object],[object Object],[object Object]
Some snapshots of the SPSS window:
The SPSS Data Editor ,[object Object]
The SPSS Data Editor ,[object Object]
The SPSS Data Editor ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
SPSS Menu’s ,[object Object],[object Object],[object Object],[object Object]
SPSS Menu’s ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
SPSS Output ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Part 1: Descriptive Statistics PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is PASW? Predictive  Analytics  Software
What is Statistics? ,[object Object],[object Object],[object Object]
Research Stages ,[object Object],[object Object],[object Object],[object Object]
Format of Questions  Easy to enter Easy to construct Difficult to construct Difficult to enter  Invalid responses What is your gender? a. Female  b. Male What is your gender? ( _____________ ) Fixed Response Open-Ended Response e.g.  PROs CONs
Running Descriptive Statistics ,[object Object],[object Object],[object Object]
Frequency Analysis ,[object Object],[object Object]
Research Question #1 ,[object Object]
Crosstabs ,[object Object],[object Object]
Research Question #2 ,[object Object]
Improving Your Survey ,[object Object],[object Object]
Selecting Cases Filter out and specify which variable to use for analysis with the  select cases  function.
Splitting the File The  split   file  function is used to compare the responses or performance differences by groups within one variable.
Research Question #3 ,[object Object],[object Object]
Part 2: Test of Significance PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
Purpose of This Workshop  ,[object Object],SAMPLE POPULATION Is it statistically significant?
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Null Hypothesis
Null Hypothesis ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Hypothesis Testing Take note that the result is always stated in relation to the  null   hypothesis , not the alternate.
Correlations No Relationship A  correlation  is a statistical device that measures the nature and strength of a supposed linear association between two variables. Y X Negative Relationship Y X Y X Positive Relationship
Correlation Coefficient ,[object Object],Direction Magnitude The strength of the linear relationship is determined by the distance of the correlation coefficient (r) from zero.
Research Question #1 Is there a relationship between academic performance and Internet access? H 0  = Internet access made no difference  H 1  = Internet access made a different
Research Question #1 Is there a relationship between academic performance and Internet access?
T   test ,[object Object],[object Object],[object Object]
Research Question #2 ,[object Object],[object Object],[object Object]
Research Question #3 ,[object Object]
Independent-Samples T Test The first set of hypotheses is testing the variance, while the proceeding set is testing for the mean. The variances have to be equal before we can determine if the means are equal.   H 0 : (µ (light) ≠ µ (dark)  H 1 : (µ (light) ≠ µ (dark) ,[object Object],[object Object]
Research Question #3 ,[object Object],[object Object],[object Object]
Running Multiple Response Sets ,[object Object],[object Object],[object Object]
Merging Data Files
Merging Data Files ,[object Object],[object Object],[object Object],[object Object]
Part 3: Regression Analysis PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
Purpose of This Workshop ,[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What   Is   Linear   Regression? ,[object Object],[object Object],[object Object],[object Object],[object Object]
What Is Polynomial Regression? ,[object Object],[object Object]
Dependent   and  Independent Variables ,[object Object],[object Object],[object Object],[object Object]
Scatter   Plot ,[object Object],[object Object],[object Object]
Scatter Plot Create a  scatter   plot  to determine if a linear relationship exists between variables.
Using Simple   Regression ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Using Multiple   Regression ,[object Object],[object Object]
Using Multiple   Regression ,[object Object],[object Object],[object Object],[object Object],[object Object]
Computing ,[object Object],[object Object]
Using Polynomial   Regression Variable Meaning a Constant b j The coefficient for the independent variable to the j’th power e i Random error term
Editing Charts Adding a Best Fit Line at Total
Editing Charts – Manipulating Scales
Editing Charts – Title and Gridlines
Editing Charts – Adding Colors
Part 4: Chi-Square and ANOVA PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
Purpose of This Workshop ,[object Object],[object Object],[object Object],[object Object]
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],Using Chi-Square Test with Fixed Expected Values
Weight Cases ,[object Object]
Using Chi-Square Test with a Contiguous Subset
Using One-Way ANOVA ,[object Object],[object Object],[object Object],[object Object]
Using One-Way ANOVA
Using Post Hoc Tests ,[object Object],[object Object]
Using Post Hoc Tests LSD  stands for List Squared Difference.
Using Two-Way ANOVA ,[object Object],[object Object],[object Object],[object Object],[object Object]
Importing/Exporting Data ,[object Object],[object Object]
Using Scripting in PASW Statistics  ,[object Object],[object Object],[object Object]

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Introduction to spss

  • 1. An Introduction to SPSS www.profmanishparihar.blogspot.com Source: Johan Smits Saxion Market Research
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  • 18. Some snapshots of the SPSS window:
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  • 25. Part 1: Descriptive Statistics PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
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  • 27. What is PASW? Predictive Analytics Software
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  • 30. Format of Questions Easy to enter Easy to construct Difficult to construct Difficult to enter Invalid responses What is your gender? a. Female b. Male What is your gender? ( _____________ ) Fixed Response Open-Ended Response e.g. PROs CONs
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  • 37. Selecting Cases Filter out and specify which variable to use for analysis with the select cases function.
  • 38. Splitting the File The split file function is used to compare the responses or performance differences by groups within one variable.
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  • 40. Part 2: Test of Significance PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
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  • 46. Correlations No Relationship A correlation is a statistical device that measures the nature and strength of a supposed linear association between two variables. Y X Negative Relationship Y X Y X Positive Relationship
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  • 48. Research Question #1 Is there a relationship between academic performance and Internet access? H 0 = Internet access made no difference H 1 = Internet access made a different
  • 49. Research Question #1 Is there a relationship between academic performance and Internet access?
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  • 58. Part 3: Regression Analysis PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
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  • 65. Scatter Plot Create a scatter plot to determine if a linear relationship exists between variables.
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  • 70. Using Polynomial Regression Variable Meaning a Constant b j The coefficient for the independent variable to the j’th power e i Random error term
  • 71. Editing Charts Adding a Best Fit Line at Total
  • 72. Editing Charts – Manipulating Scales
  • 73. Editing Charts – Title and Gridlines
  • 74. Editing Charts – Adding Colors
  • 75. Part 4: Chi-Square and ANOVA PASW Statistics 17 (SPSS 17) ITS Training Program www.youtube.com/mycsula
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  • 80. Using Chi-Square Test with a Contiguous Subset
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  • 84. Using Post Hoc Tests LSD stands for List Squared Difference.
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Notas del editor

  1. SPSS - Part 2
  2. H0 = Internet access made no difference on academic performance SPSS - Part 2
  3. H0 = Internet access made no difference on academic performance SPSS - Part 2