Quantitative Data Analysis for Master Dissertation

Anonymous
timer Asked: Jan 21st, 2021

Question Description

Quantitative Data Analysis for Master Dissertation

do only

Q6

Q14

Q22

Q25

only 4

using SPSS

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Gender; Male Male Male Male Male Male Male Female Female Female Female Female Male Male Male Female Male Male Male Male Male Female Male Male Male Female Male Male Male Male Male Male Male Male Male Male Female Male Male Male Female Male Male Male Male Male Male Female Q1 Q2 Q3 2 2 5 2 5 3 5 2 3 5 3 2 3 4 2 2 5 5 5 5 3 5 5 5 2 5 4 3 2 4 3 4 5 5 5 5 3 6 2 3 2 5 5 5 5 4 3 2 2 5 5 5 5 3 5 3 3 3 2 3 3 5 5 3 3 5 3 5 2 5 2 2 3 5 2 5 2 3 Q4 Q5 Q6 5 5 3 5 2 3 3 4 3 2 5 3 2 3 2 5 2 5 3 2 3 5 3 5 3 5 5 5 2 4 2 4 5 5 5 5 2 3 2 2 3 3 3 3 3 3 4 4 3 2 5 2 5 3 3 3 5 3 3 3 5 3 3 5 2 3 2 2 3 3 2 3 4 3 4 3 4 3 3 3 3 5 3 4 3 4 4 4 4 3 4 3 5 4 3 4 5 4 3 2 3 5 4 4 4 4 3 4 6 3 3 2 2 4 4 3 3 2 3 2 2 2 4 3 3 3 Q7 Q8 5 4 5 4 2 3 3 4 5 3 5 3 3 3 2 5 4 4 5 2 2 4 5 2 2 4 3 4 5 4 2 4 3 5 5 3 5 3 3 5 3 2 5 5 3 3 3 3 3 3 4 4 3 3 5 3 5 4 3 3 3 2 5 3 3 5 3 5 5 5 3 2 3 5 3 3 2 5 6 3 3 3 4 2 3 3 4 3 4 3 3 4 2 6 3 2 4 3 4 5 3 5 5 3 3 6 3 3 2 5 3 4 2 3 3 2 3 2 2 3 2 3 2 6 6 3 3 3 3 4 3 3 2 3 4 2 3 3 4 6 2 2 2 6 4 2 4 2 4 4 3 2 3 2 2 5 3 2 5 3 4 5 3 5 5 Male Male Male Male Male Female Female Female Female Female Female Female Female Female Female Female Female Female Male Female Female Female Female Female Female Female Female Male Female Male Male Female Female Male Female Female Female Female Male Male Male Male Female Male Male Male Male Male Male Male 3 4 4 2 3 2 3 2 2 3 2 3 2 3 3 2 4 3 2 3 4 4 3 3 3 2 2 3 3 3 3 3 4 4 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 6 3 6 4 3 4 2 2 4 4 4 3 4 4 3 4 4 2 2 2 3 4 4 3 2 3 2 4 2 4 4 4 4 4 4 4 2 2 2 2 2 2 2 2 2 2 4 4 3 3 3 2 3 3 2 3 3 3 3 2 3 4 2 4 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 3 3 2 2 2 2 2 4 2 3 2 3 4 4 2 3 3 3 3 3 3 4 2 3 3 3 3 3 2 6 2 4 4 2 6 3 3 3 3 3 3 3 2 2 2 3 3 3 6 3 3 3 2 2 2 2 3 3 6 3 6 2 6 3 3 3 3 3 2 4 3 2 2 3 3 3 6 6 6 3 6 4 3 4 3 3 6 2 3 3 2 2 3 3 3 2 3 2 3 2 3 2 2 2 2 2 2 3 3 3 3 6 3 3 3 6 2 3 2 3 3 3 3 3 2 3 2 3 3 3 3 3 3 3 6 2 4 3 2 3 3 3 3 2 3 3 3 3 3 3 3 3 3 6 3 2 3 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 3 3 2 2 2 2 6 3 2 3 2 6 4 3 2 2 2 3 2 2 3 3 3 2 3 2 3 3 2 3 4 2 3 2 3 3 3 3 2 3 2 2 2 2 2 2 2 2 2 2 3 2 2 2 2 Male Male Male 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 Q9 Q10 Q11 Q12 Q13 Q14 Q15 Q16 Q17 5 4 3 4 3 4 3 4 3 4 5 3 3 5 2 3 5 2 4 5 4 5 3 3 2 3 2 4 5 4 2 4 2 3 3 5 5 3 3 5 2 3 3 2 3 2 2 2 3 5 4 4 4 5 5 5 3 4 3 4 4 2 3 3 3 5 3 3 5 4 3 3 4 3 3 3 4 4 3 5 5 5 3 4 2 4 5 3 3 3 5 3 3 2 3 4 4 3 5 5 3 3 3 5 3 3 3 3 3 4 5 4 3 3 3 4 3 3 3 5 5 3 3 3 3 4 3 5 3 5 3 5 3 5 3 4 4 5 3 3 3 3 3 5 2 5 3 5 4 3 4 3 3 3 4 5 3 2 5 2 5 4 5 4 5 3 3 3 2 3 4 5 2 5 5 3 5 3 3 3 4 5 3 3 3 3 2 2 2 2 2 4 3 2 2 3 3 5 3 5 5 3 2 5 2 5 5 5 3 5 3 5 2 5 4 2 5 3 3 3 5 3 4 5 5 3 5 3 3 5 3 3 5 5 3 2 5 3 4 3 3 4 5 3 2 2 3 3 2 4 3 3 4 2 2 3 3 6 2 2 5 2 5 2 4 4 4 4 5 3 6 3 2 2 5 5 2 4 3 3 5 3 5 2 4 3 3 3 3 4 3 3 4 2 3 5 2 3 2 4 3 3 5 5 2 6 3 6 3 4 4 2 4 5 3 5 2 2 4 3 6 2 5 4 3 4 4 3 5 5 3 3 3 5 5 4 2 3 3 3 4 3 3 3 6 3 2 6 3 2 3 6 2 2 6 2 3 3 4 4 3 6 3 3 4 2 3 3 4 4 2 6 3 3 6 2 6 3 6 6 2 6 3 6 6 2 3 3 3 4 2 4 2 6 2 4 4 4 2 4 2 3 2 4 6 3 2 3 3 3 6 3 6 3 4 3 2 2 2 2 3 3 2 2 3 2 3 2 2 3 3 2 2 4 4 2 2 3 2 3 3 3 3 2 2 2 2 2 2 2 2 2 2 3 2 2 3 2 2 2 2 3 2 6 4 3 2 2 2 3 3 3 2 4 3 2 3 3 2 2 2 2 3 4 4 2 2 3 3 2 3 3 3 2 3 2 3 3 2 2 2 2 2 2 2 2 3 2 3 4 4 4 6 3 3 3 2 2 3 3 3 2 6 2 2 3 3 2 2 3 4 3 4 4 4 2 3 2 2 2 2 3 2 2 3 2 2 2 2 4 2 2 2 2 2 2 2 4 3 6 4 6 2 4 2 3 3 3 3 3 2 3 4 3 2 3 2 3 3 3 3 2 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 3 2 3 3 2 2 2 2 3 3 6 3 6 3 3 3 3 6 3 6 3 4 4 3 6 3 3 6 6 2 4 3 3 6 2 6 2 3 3 3 3 3 3 2 2 2 3 2 3 3 3 3 3 4 3 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 3 3 2 2 2 2 2 3 3 3 3 2 3 3 3 3 3 2 3 3 3 3 3 4 2 4 3 3 3 3 2 3 3 3 3 3 2 3 3 3 3 3 3 2 2 2 2 2 4 3 3 3 3 2 3 3 2 2 3 3 6 3 3 6 3 4 3 6 3 3 3 3 3 3 3 3 3 3 2 3 3 3 6 3 3 2 2 2 2 2 3 2 3 3 3 2 3 2 2 3 3 3 3 2 3 6 3 4 3 4 6 3 3 2 2 3 3 3 3 3 3 2 2 2 6 3 3 2 2 2 2 2 4 3 3 3 3 2 3 2 3 3 2 3 3 3 3 3 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 6 2 4 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 Q18 Q19 Q20 Q21 Q22 Q23 Q24 Q25 Q26 2 3 3 3 3 5 3 2 3 3 3 5 3 5 4 5 5 3 3 4 3 3 3 3 2 4 3 5 3 5 5 5 3 4 3 5 3 5 3 5 4 5 5 3 5 2 5 5 3 3 4 5 2 5 3 5 3 2 3 4 5 3 3 5 5 5 3 2 3 3 3 3 3 5 3 3 5 3 3 5 3 5 5 5 5 3 5 3 2 3 2 3 5 3 5 2 3 5 3 4 3 3 3 5 4 3 4 3 3 3 5 5 5 4 3 3 5 3 5 2 4 3 4 5 4 3 2 5 5 4 3 3 3 3 3 3 4 5 5 3 3 3 3 5 3 2 3 5 5 3 5 3 4 2 4 3 3 3 3 5 5 3 5 3 3 5 5 5 2 3 4 5 5 3 5 5 5 2 3 3 5 3 3 2 5 3 5 3 4 5 5 3 3 3 5 5 3 5 5 3 3 5 2 5 5 5 2 5 3 5 4 4 3 3 5 2 5 3 5 3 4 5 3 3 3 5 4 2 4 3 3 4 5 3 4 5 3 5 3 2 2 5 2 4 3 5 5 5 2 3 3 3 5 3 4 5 3 5 2 3 5 5 3 4 5 3 5 5 3 4 5 3 4 2 5 3 4 3 2 5 3 4 3 3 3 3 5 4 3 5 4 5 3 5 2 3 3 3 3 3 4 5 3 3 3 3 6 6 5 3 5 3 4 4 3 2 2 3 3 6 3 3 3 6 3 6 6 3 2 3 3 3 4 3 3 4 3 6 3 2 2 6 3 3 6 3 6 6 3 3 3 3 4 6 2 6 3 3 3 6 2 3 4 3 4 2 6 4 2 4 2 6 3 4 4 2 4 3 3 4 2 4 6 2 3 6 3 4 2 2 3 3 4 3 6 3 6 6 4 6 3 6 3 6 2 3 4 3 3 3 3 2 3 2 2 3 3 3 3 3 3 3 3 4 2 3 2 3 3 2 3 2 3 3 3 2 2 2 2 2 3 2 3 2 2 2 2 2 4 2 3 3 3 2 3 2 3 3 3 3 3 3 3 3 3 4 3 6 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 3 3 6 3 3 6 6 2 4 2 3 3 3 3 3 4 4 2 3 3 2 2 3 2 3 4 3 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 2 2 2 2 2 2 6 6 6 3 3 3 3 4 4 2 2 3 2 3 3 2 3 6 2 4 2 6 3 3 3 3 3 3 3 3 3 3 3 3 3 3 6 3 2 2 2 2 2 2 3 6 3 6 2 4 3 3 3 3 3 2 4 2 3 3 3 2 3 2 3 3 3 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 6 3 6 3 6 3 6 3 4 3 3 3 3 2 4 3 3 3 3 3 3 2 3 3 2 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 3 3 6 6 2 6 3 4 3 3 3 3 2 4 3 3 3 3 3 2 3 6 3 4 3 6 3 3 3 3 3 3 3 3 3 3 3 3 3 3 6 3 3 2 2 2 2 2 4 4 6 3 6 3 3 3 2 3 3 3 3 3 4 2 3 3 2 2 3 2 3 6 3 4 2 4 3 3 3 3 3 3 3 3 3 3 6 3 6 3 4 3 3 3 6 3 3 2 2 2 2 2 3 3 3 3 3 2 3 2 3 3 3 3 3 2 3 3 2 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 Q27 Q28 Q29 Q30 2 5 3 5 2 4 3 5 3 3 3 3 3 3 3 2 4 3 3 3 3 4 3 4 3 3 3 3 3 3 4 5 3 5 3 5 3 4 3 3 3 3 3 5 3 3 4 5 3 5 5 5 3 4 3 3 3 3 3 4 3 3 4 2 3 5 4 3 5 3 3 3 5 3 3 4 4 3 3 4 3 5 3 3 4 4 3 3 4 3 3 3 2 4 3 3 3 4 3 3 2 5 3 4 5 4 3 5 3 3 6 6 3 2 5 3 4 3 4 4 4 3 6 3 4 2 2 5 3 4 3 4 4 4 3 3 3 6 5 2 5 3 4 4 3 4 3 3 3 3 3 3 6 4 6 4 2 3 4 4 3 3 3 4 3 2 3 4 2 4 2 2 6 2 4 2 4 2 4 3 4 6 3 6 2 4 2 3 3 3 3 3 2 4 2 3 3 3 3 3 2 3 6 3 4 2 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 6 3 2 2 2 2 2 2 4 4 6 3 6 3 4 3 4 6 3 6 3 4 4 3 3 3 3 2 3 2 2 3 3 3 3 3 3 4 2 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 2 2 2 2 2 2 4 3 3 3 3 2 3 2 2 3 2 3 3 3 3 4 3 4 2 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 2 2 2 2 2 2 3 3 6 3 6 4 4 2 4 3 3 3 3 2 3 3 2 3 3 3 3 3 3 4 3 4 2 6 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 The task: to provide the quantitative analysis as follows: 1. As a preliminary to working out results, any test given must be scored, data inputted into the appropriate computer programme and additional material gained from the sample must be sorted out. 2. The data presented must not be in their raw form (this is placed in the Appendices). The only time you would ever describe data on individual subjects is when you have done a case study. 3. In this section, the task is to summarise data meaningfully, through the use of descriptive statistics. These include mean scores, medians, ranges, standard deviations, correlation coefficients. 4. Visual presentation is very important in quantitative research. Graphs, tables, histograms, bar graphs are simple ways in which to present condensed data but they are also very effective. At master level I expect: - In-depth quantitative analysis. - Defining right hypothesis for the analysis. - Right selection of parametric / non-parametric tests, statistical tests that must be applied and based on the results, findings. - Incorporate relevant hypothesis testing and relevant statistical tests. - Quantitative techniques reflected The Data provided in Excel, as follows; 1=Strongly Disagree. 2= Disagree. 3= Agree. 4= Strongly Agree. 5= Neutral. 6= I don’t know. The questionnaires questions and responds is given as per the below table, a basic initial analyse is provided for your reference. I expect a special analysis attention for the following question; Q1, Q6, Q13, Q14, Q22, Q23, Q25, Q28 Questions Contributed to Reach The Research OBJECTIVE # 1 The quantitative questionnaire (30Q) produced with the aim to gather numerical data that serve the researcher aim to reach the research objectives, each question is linked towards a specific objective. - The public perspective as illustrated in Q1 respond present the negative feedback towards the program authority’s structure and limit. Only 20.4% of the responses agreed with the statement. While 39.8% disagreed and 20.4% strongly disagreed. - As seen in the Q2 respond, the public still believe that the privatization program didn’t encourage the public towards more privatization projects, only 24.7% agreed with the statement. - 49 people out of 100 in average, believe that the program required a more stable policy to be implemented over the coming years with a clear plan. - In response to Q4, the public vote represent almost equal perception about the program fairness, as 38.8% agree with the statement, and 32.7% disagree, while around 15% are in neutral position. Questions Contributed to Reach The Research OBJECTIVE # 2 Research OBJECTIVE # 1 - Almost 50% of the public believe that the program should take more action towards standardizing the program process, while only 22.7% disagree, and 9.3% do not know or have idea about the current procedures. - The tourism sector as per the public perception is the most attractive sector to be empowered through the privatization program, the result shows that 55.7% of the opinion agreed with giving the priority to this sector. - The public perception towards the SMEs financial facilitation is negative, 54.1% of total responses agree that the program should give more attention towards the SMEs to facilitate their participant in the program. - 43.9% of the response believe that the program should deliver more attractive projects for the public, while 37.8% of them are happy with the current delivered projects. while only 10.2% stand in as neutral position. - The public opinion towards the program contribution towards Oman economic diversity is almost equal, as 35.7% agree with the statement, and on the other hand 39.8% disagree that the program contributes to diversify the economy. Questions Contributed to Reach The Research OBJECTIVE # 2 - The public are looking for more interactive media covers towards the program projects, 46.5% of the total respond request more engagement with the public, while 32.3% of the total respond are happy with the current media coverage. - 20.2% of the total response highly requested the program to take more steps that increase the transparency level, which mean 50.5% agree with the statement, while only 34.3% disagree. - The public have a perception about the official media do not present the actual government mission of the program initiatives, a total of 54.2% agree that the program include some hidden agenda. While 19.8% disagree, and 11.5% neutral. - The idea of adopting a platform to increase the transparency getting the highest agreed percentage among all the questionnaire questions, total of 62.9% agreed, while only 13.4% think this is not useful. - As per the figure, the public expectation towards implementing privatization program opportunities is still high regardless the current obstacles, 56.1% believe that the program could deliver a huge project opportunities for the future. Questions Contributed to Reach The Research OBJECTIVE # 3 - Even-though, the public do not acquire any data or information in relevant to this question, as per the figure a total of 44.3% argues that the government should give more attention to develop a professional capable team to run the program. - In contracts with the future opinion of the program, as per the figure 38.8% agreed that the program should introduce more usual projects, while a total of 34.7% disagreed with the statement. - The privatization practice is still a big debate around the world, as this question result deliver the same perspective about the program, 54.7% still are wondering about the program desired benefit. - While the researcher conducting this survey, he received many rejects to participant in the questionnaires due to the lack of knowledge, this figure agrees with total of 48.5%. only 26% disagreed. - The program practice does not encourage the private sector representative and the locals to participant within the program deliverables, 53.6% agreed, while 18.6% disagree. Questions Contributed to Reach The Research OBJECTIVE # 3 - The perception towards government projects still have a negative feedback about the governmental media coverage, this program is not away from this perspective, 49.5% agreed with the statement. - This figure indicates that the program does not own a clear direction to achieve, hence 49.5% of the total response still did not understand the program signal. While only 18.3% of the response disagree, and only 10.8% do not have an idea. - The response towards this question raised a flag, the private sector won’t involve themselves in a slow decision making process, even-though this was a public perception with 51%, it would be reflected the same with the private opinion. - The locals agreed that with their participation in the program projects, will increase their knowledge and well benefited at the same time, 56.8% of the response agreed with the statement to establish public locals companies. - There is a perception with a total of 47.3% of the response, that the government tends to look at the privatization program as an easy method to collect quick cash, only 17% responds do not agree with the statement. Research OBJECTIVE# 4 Questions Contributed to Reach The Research OBJECTIVE # 4 - This figure showed clearly the importance of having an independent government unit to supervise the program activities, total of 50.5% of the response agreed, plus 9.5% strongly agreed. While only 22.1% disagreed. - The privatization initiatives lack of coordination and integration with the rest of the government units, 56.4% of the total respond agreed, plus 10.6% strongly agreed, this providing interesting statistical number for the researcher, 17% disagreed. - In many cases, the investor seeks to sell their permits to another private sector companies, this bring to the attention that the investor should not be allowed to sell any permits. 50.5% agreed respond. - The figure in this question give an indication about that the program deliverables should meet the agreed items mentioned with the proposed proposals, 53.6% responds agreed and 20.6% strongly agreed, while only 16.5% disagreed. - The response showed that the interactive platform plays a critical dynamic interaction with the public, where they can share their ideas without limitations, only 18.8% disagreed, while 54.2% agreed. - The figure represents total of 55.1% think that the program official owns the responsibility to create a long term plan, plus 14.3% strongly agreed with the statement, while 19.4% disagree. This indicted that the public still looking for further improvement in the program management. ...
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