# Management research SPSS data analysis - Essay Example

Summary
Student number: Course: Professor: Date: Management research SPSS data analysis Following a study conducted by Southlands Components PLC (“SCP”) to investigate whether training of its employees has been effective in increasing output, analysis of the responses was done and the results are presented in this report…

## Extract of sample "Management research SPSS data analysis"

Download file to see previous pages The results show that the satisfaction mean is higher than the commitment mean as shown in table 1. This means that on average employees of SCP are more satisfied than committed. Results on reliability of items in each scale show that items in both satisfaction and commitment are highly reliable (Alpha=0.953 & 0.965) respectively. Table 1: Summary statistics for satisfaction and commitment Mean Standard deviation Cronbach's Alpha N of Items Satisfaction 43.276 13.231 0.953 10 Commitment 37.287 13.239 0.965 10 Examining the distribution of initial output Table 2, presents summary results of initial output and it can be noted that the average initial output is 2207.632 units per month with a very high variability. Figure 1 show the distribution of initial output and it looks approximately normal with one possible extreme value. A formal test for normality presented in table 3 show that the distribution of initial output is significantly normal (p-value=0.222). Table 2: Summary statistics of initial output Initial output Value Mean 2207.632 Median 2195 Mode 1925.00(a) Std. Deviation 280.7786 Skewness 0.253 Std. Error of Skewness 0.247 Kurtosis -0.09 Std. Error of Kurtosis 0.49 a Multiple modes exist, the smallest value is shown Figure 1: Distribution of initial output Table 3: Test for normality of initial output Tests of Normality           Kolmogorov-Smirnov(a) Shapiro-Wilk   Statistic df Sig. Statistic df Sig. Initial output 0.052 95 .200 0.991 95 0.743 Possibility of outlying observation was checked and table 4 presents the five extreme z scores for initial output. None of the Z score is larger than 3.29 in absolute values so we can say that there are no outlying initial output values. However there is a Z score of 3.07 which might be of no harm to check the original dataset to confirm the true value (Field, 2009, p. 74). Table 4: Cases of extreme z scores for initial output Extreme Values       Case Number Value Z-score(initial output) Highest 1 58 3.07135 2 74 1.89604 3 98 1.86043 4 7 1.75358 5 61 1.68235 Lowest 1 3 -2.1819 2 85 -1.91479 3 55 -1.91479 4 37 -1.59425     5 89 -1.52302 A one-sample t-test was conducted to examine if “initial output” significantly differs from the national average of 2300 units per month. The result was very significant (p-value=0.002) implying that the average initial output at SCP is significantly lower than the national average of 2300. Table 5: One sample T test One-Sample Test           Test Value = 2300 t df Sig. (2-tailed) Mean Difference 95% Confidence Interval of the Difference Lower Upper Initial output -3.206 94 0.002 -92.3684 -149.566 -35.1709 Examining the distribution of final output The average final output was 2308.177 which is higher than the average for initial outcome presented in table 1. There is also high variability around this estimate. The distribution of final output as presented in figure 2 seems normal with two possible outlying observations. Z scores were used to assess outlying observations and the results show that there is one outlier (Z score=3.36675). Since I was unable to check if this outlier was as a result of data entry, I assumed it was not and it was replaced by the next highest score plus one. Table 6: Summary statistics for final output Final output Value Mean 2308.177 Median 2320 Mode 2120 Std. ...Download file to see next pagesRead More
Cite this document
• APA
• MLA
• CHICAGO
(“Management research SPSS data analysis Essay Example | Topics and Well Written Essays - 2500 words”, n.d.)
(Management Research SPSS Data Analysis Essay Example | Topics and Well Written Essays - 2500 Words)
https://studentshare.org/management/1399097-management-research-spss-data-analysis.
“Management Research SPSS Data Analysis Essay Example | Topics and Well Written Essays - 2500 Words”, n.d. https://studentshare.org/management/1399097-management-research-spss-data-analysis.
Click to create a comment or rate a document

## CHECK THESE SAMPLES OF Management research SPSS data analysis

### Survey data analysis

...perspectives around the place of employment. This particular research shall look at a case scenario of about 400 employees of a firm and using statistical analysis to formulate a model that can be used to evaluate employee motivation. This model is important to the management since it would assist in the formulation of important decisions such as remuneration, working conditions, employment terms and others. A statistical modeling approach was adopted in which theoretical models of the factors that affect employee motivation are examined to find out their relationship. This is done by using statistical software Amos and SPSS. The software enables the...
3 Pages(750 words)Assignment

### Research Data Analysis (using SPSS)

...Topic: Research Data Analysis using SPSS This study will analyse the one on one private interview with an executive. This study also analyzes the results of the questionnaire. It will try discovering the factors that will affect a company's sales, operations, net income and other related matters. FACTORS AFFECTING SUCCESS OF MANAGERS AND BUSINESSES and ORGANIZATIONS. The transcription protocol was done on an informal basis. It was more of a conversational and on a one on one private setup. Both the interviewer and the respondent were very responsive to one another's overtures. Based on the interview, the Executive divulged his major concerns to...
13 Pages(3250 words)Essay

### Quantitative Data Analysis- SPSS

...of the above assertions, some hypothesis were formulated as below, Hypothesis 1 Ethnicity has impacts on education Hypothesis 2 Black-Caribbean origin are less likely to have A’ levels than those of other ethnic groups Hypothesis 3 The institution of marriage is highly valued in almost all the origin groups Methodology To ascertain whether the above is true, a questionnaire was developed with the help of experts to collect data and analyze it. Some 928 respondents were selected to take part in this research study. The questionnaire used to collect the above information had parts different parts; It had a part on the respondent’s gender, Respondent’s age, Respondent’s income, His/her education...
8 Pages(2000 words)Essay

### Marketing Research - SPSS analysis

...Given below is the frequency of the respondents attributing to their gross annual income, marital status, occupation, gender, age, education and living arrangement. Table 1: Gross annual income of respondents Frequency Percent Valid Percent Cumulative Percent Valid Under \$30,000 40 65.6 65.6 65.6 \$30,001-\$50,000 11 18.0 18.0 83.6 \$50,001-\$75,000 8 13.1 13.1 96.7 Over \$100,000 2 3.3 3.3 100.0 Total 61 100.0 100.0 We find that 65.6% of the respondents receive an income of less than \$30000. Only 3% receive the highest income of above \$100000. Table 2 Marital status of respondents Frequency Percent Valid Percent Cumulative Percent Valid single 55 90.2 90.2 90.2 De facto 3 4.9 4.9 95.1 Married 3 4.9 4.9 100.0 Total 61 100.0 100.0 We... below is...
3 Pages(750 words)Essay

### Analysis data by SPSS software

...SPSS Data Analysis Table of Contents Table of Contents 2 List of Tables 2 3 Introduction 4 Methodology 4 Ideal Situation 4 Sample Representation 4 Misleading 8 Communication and Feedback Mechanism 8 Linking Planning and Budgeting 9 Customer Care 9 Recognition of Innovativeness of Staff Member 11 Company Culture 12 Future Orientation 12 Physical Work Environment 13 Reference 15 List of Tables Table 1: Work Area 4 Table 2: Descriptive Statistics-Above Average Performance 5 Table 3: Descriptive Statistics-Below Average Performance 6 Table 4: One-Sample Test 8 Table 5: One-Sample Test 9 Table 6: One-Sample Test 9 Table 7: One-Sample Test 11 Table 8: One-Sample Test 12 Table 9: One-Sample...
12 Pages(3000 words)Essay

### Quantative analysis of social research data using SPSS

...Quantitative Analysis of Social Research Data using SPSS Question Spain, United Kingdom and Portugal were considered forthis analysis. Since these countries have entirely different existences and locations, it is interesting to know how men and women perceive happiness in these countries. Question 2 A categorical variable named agecat was generated from continuous age and the categories labelled using the syntax provided in appendix 1. Question 3 A description of the mean happiness quotient by gender was conducted for each country and the results are presented below. T tests were used to statistically assess the difference in means between men and women...
11 Pages(2750 words)Essay

### Quantitative data analysis( By using IBM SPSS )

... .  12222568     15.00       20 .  001222333677889     12.00       21 .  334456777789     14.00       22 .  11112344557789      9.00       23 .  023556799      7.00       24 .  1246689      9.00       25 .  011224679      4.00       26 .  1248      3.00       27 .  034      1.00 Extremes    (>=3070)  Stem width:       100  Each leaf:       1 case(s) From the above histogram and box plots it is clear that case no.58 is an outlier because it falls outside the regular histogram and box plot. 1. By having a look at the Histogram and check the tails of distribution there is one are data points falling away as the extremes. 2. By inspecting the Boxplot to find whether SPSS identifies outliers, there is one...
10 Pages(2500 words)Essay

### Research Methods for Professional Practice

...calculated in order to determine the reliability and accuracy of the data and information. The final year student nurses perceptions of role transition statistics and collected data were analysed using an SPSS program version 16. On the other hand, surviving, not thriving: a qualitative study of newly qualified midwives’ experience of their transition to practise research employed thematic analysis in their analytical process. The use of SPSS program helped in obtaining reliable and acceptable results from the research study (Bazeley, 2013). The findings were analysed using simple statistical methods and grouped into...
6 Pages(1500 words)Essay

### SPSS data analysis in marketing field

...be unsuccessful. To achieve this, the Restaurant will ensure the content is appropriately linked to the company brand positioning so that to create the emotional connection with the services or product. References Griffin, R. W. & Pustay, M. W 2010, International Business, 6th edn, Pearson, Boston, p500 Grant, R. M. 2008, Contemporary Strategy Analysis. Blackwell Publishing, Malden Brodie, R.J., Coviello, N.E., Brookes, R.W. and Little, V. (1997). Towards a paradigm shift in marketing: an examination of current marketing practices, Journal of Marketing Management, 13 (5), July, pp. 383-406. Robinson, S., Hichens, R. and Wade, D. 1978, The directional policy matrix-tool for strategic planning, Long Range...
9 Pages(2250 words)Essay

### SPSS-Analysis

...MRes Business and Management, BQ7805 Advanced Quantitative Research Advanced quantitative research articles The two research methods that we will be looking at are Partial least squares path modeling (PLS-SEM) and exploratory factor analysis (EFA). The first method, PLS-SEM, was utilized in the research article “Influences of gender and product type on online purchasing” done by Pascual-Miguel, Agudo-Peregrina, and Chaparro-Peláez (2015). The second method EFA was utilized in the research “Customer loyalty in e-commerce: an exploration of its antecedents and consequences” done by Srinivasana, Andersona, and Ponnavolu...
4 Pages(1000 words)Assignment