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DATA ANALYSIS AND RESULT

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Nguyễn Gia Hào

Academic year: 2023

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The researcher chose only academics as respondents to the Internet survey after obtaining their email addresses through each university's website. Academics were chosen due to the smallest total number of respondents after the questionnaire was distributed via a paper survey. The response rate for the survey was determined by calculating the percentage of responses received out of the total number of email invitations sent, yielding a response rate of 45 percent.

As a result, the total number of respondents in this study from both paper-based and internet surveys is 435, and all respondents answered the questionnaire in full. Therefore, a greater number of male respondents participated in the survey compared to female respondents. Finally, the respondents who are 50 years old and over represent the lowest percentage at 9.9% (43 respondents).

According to the level of education of respondents in Table 5.5 and Figure 5.3, the majority of respondents (54.7% or 238 respondents) have a bachelor's degree. The results show that the majority of respondents are from the private sector, namely 256 respondents or 58.9%. This is followed by 19 respondents (4.4%) who are self-employed, and finally the smallest share belongs to other sectors, 2.1% or nine respondents.

This survey required all respondents to earn an employment income of at least RM34,000 per year.

Table 5.2: Internet (e-mail) Survey Response Rate
Table 5.2: Internet (e-mail) Survey Response Rate

Descriptive Statistics (Independent and Dependent Variables)

  • Attitude
  • Subjective Norm
  • Perceived Behavioural Control
  • Knowledge
  • Intention of Taxpayers to Claim Zakat as a Tax Rebate

This variable included six items and used a five-point Likert scale from 1 (strongly disagree) to 5 (strongly agree) with means ranging from 4.22 to 4.46. The item is "My family would support me if I claim zakat payment as a tax rebate". This shows that the respondents' family members will support them if they claim zakat payment as a tax deduction.

This shows that the respondents can easily claim the payment of zakat as a tax deduction because they have the ability to do so. The articles are "Zakat al-mal (wealth) can be deducted as a tax deduction" and "Zakat as a tax deduction. This finding indicates that the respondents are aware that zakat al-mal (wealth) can be deducted as a tax deduction and can also avoid a Muslim from "double taxation".

Furthermore, two items, namely K5: "Muslim taxpayers must keep the evidence such as the receipts issued by zakat institutions if they want to claim zakat as a tax rebate" and K6: "The amount of tax rebate for zakat is limited to the amount of zakat paid during the year was paid" also shares the same mean value, which is 4.37. This finding indicates that the respondents know that they should keep the receipts issued by the zakat institutions if they want to claim zakat payment as a tax rebate. They also know that the amount of tax rebate for zakat is limited to the amount of zakat paid during the year.

Muslim taxpayers must carry evidence such as receipts issued by zakat institutions if they want to claim zakat as a tax deduction. The amount of tax deduction for zakat is limited to the amount of zakat paid during the year. The results of the descriptive analysis on taxpayers' intention to claim the payment of zakat as a tax deduction are presented in Table 5.13 below.

Based on the results, item INT8 has the highest mean value compared to other items with a mean value of 4.48, which explains why the behavior of the respondents to claim zakat payment as a tax deduction is higher. I agree that tax relief through the zakat system will increase the government's zakat fund. I agree that tax relief through the zakat system will motivate Muslims to pay their tax and zakat.

Table 5.10 presents the results of the descriptive analysis for subjective norm.
Table 5.10 presents the results of the descriptive analysis for subjective norm.

Validity Analysis

  • Attitude
  • Subjective Norm
  • Perceived Behavioural Control
  • Knowledge
  • Intention of Taxpayers to Claim Zakat Payment as a Tax Rebate

The KMO value is found to be 0.773, which is above the recommended minimum value of 0.6, while Bartlett's Test of Sphericity for this study is 0.000, thus indicating that subjective norm is significant in this study. In addition, the eigenvalue result for this variable is greater than 1, which is 1.125, which explains 68.9% of the variance. The KMO value is found to be 0.716, which is above the recommended minimum value of 0.6, while Bartlett's.

Moreover, the eigenvalue result for this variable is greater than 1, which is 2.088, explaining 52.2% of the variance. Furthermore, the eigenvalue result for this variable is greater than 1, which is 1.212, explaining 65.7% of the variance. Taxpayers' intention to claim zakat payment as tax relief was measured using eight items.

It is found that the KMO value is 0.837, which is above the minimum recommended value of 0.6, while Bartlett's test of sphericity for this study is 0.000. Therefore, it shows that the intention of taxpayers to claim payment of zakat as a tax deduction is significant in this study. Furthermore, the eigenvalue score for this variable is greater than 1, which is 2.735, explaining 68.621% of the variance.

Table 5.14: KMO and Bartlett’s Test of Sphericity for Attitude  KMO and Bartlett
Table 5.14: KMO and Bartlett’s Test of Sphericity for Attitude KMO and Bartlett's Test

Reliability Analysis (Independent and Dependent Variables)

5 Muslim taxpayers must keep the evidence, such as receipts issued by zakat institutions, if they want to claim zakat as tax relief. 6. The amount of zakat tax credit is limited to the amount of tax paid during the year. 7 I agree that the tax reduction through the zakat system will motivate Muslims to pay their taxes and zakat.

The question is also important in this study to know whether the decision to claim zakat payment as tax credit is under the control of Muslim taxpayers or not. Sekaran (2003) stated that a Cronbach alpha value greater than 0.5 may be acceptable, especially when the items could have a significant impact in the study. Therefore, the findings indicate that the items for intention to pay zakat as a tax rebate receive more support in measuring the same underlying construct compared to the items for other factors.

Non-Response Bias

Preliminary Analysis of the Multiple Regression Model

Several key assumptions can be made in conducting preliminary analysis of the multiple regression model, including a linear relationship, no or little multicollinearity, and homoscedasticity (Pallant, 2007). It can be tested by producing a scatterplot of the relationship between each independent variable in this study (attitude, subjective norm, perceived behavioral control and knowledge) and the dependent variable (taxpayers' intention to claim payment of zakat as a tax deduction) . The scatterplot of the standardized residuals (Figure 5.7) shows that the points are scattered and concentrated in the right part of the table.

Next, the normal probability plot for the regression of standardized residuals in Figure 5.8 shows a straight diagonal line from the lower left to the upper right, suggesting no major departure from normality. Research Question 2: Does subjective norm affect taxpayers' intention to claim zakat payment as a tax rebate. R-squared is a measure of how much of the variability in the outcome is accounted for by the predictors.

For this study, the R Square value was 0.520 of the variance in zakat compliance, which means that all the independent variables had managed to explain more than half of the variance in zakat compliance. The results indicated that 52% of the variance in zakat compliance intentions to pay zakat as a tax rebate. Meanwhile, Table 5.28 shows the results of the ANOVA, which assesses the statistical significance of the results.

Based on the analysis in Table 5.29, attitude shows a significant effect on the compliance intention behavior of paying zakat as a tax deduction among taxpayers (β=0.290, p=0.000). The results also showed a significant result for the subjective norm towards paying zakat as a tax deduction (β=0.182, p=0.003). Then, perceived behavioral control showed a significant effect on taxpayers' intention to claim zakat payment as a tax deduction (β=0.196, p=0.000).

From the analysis in table 5.29 above, it can be concluded that attitude, subjective norm, perceived behavioral control and knowledge significantly influence the taxpayer's intention to claim zakat payment as a tax rebate. The results of the analysis presented above have enabled the researcher to answer all the research questions of this study. The model, which includes attitude, subjective norm, perceived behavioral control and knowledge, explains the total percentages of variance in taxpayers' intention towards zakat payment as a tax rebate.

Figure 5.7: Scatterplot of the Relationship between Independent Variables and  Dependent Variable
Figure 5.7: Scatterplot of the Relationship between Independent Variables and Dependent Variable

Gambar

Table 5.2: Internet (e-mail) Survey Response Rate
Table  5.3:  Frequency,  Percentage,  Valid  Percentage,  and  Cumulative Percentage of Respondents’ Gender
Table 5.4: Frequency, Percentage, Valid Percentage, and Cumulative  Percentage of Respondents’ Age
Table  5.5:  Frequency,  Percentage,  Valid  Percentage,  and  Cumulative Percentage of Respondents’ Education Level
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