On the Efficiency of the Newly Developed Composite Randomized Response Technique
In today’s data-driven decision-making era, acquiring accurate information is vital. However, survey research faces challenges with sensitive issues. To address this, the Composite Randomized Response Technique (CRRT) was introduced in estimating the proportion of respondents possessing sensitive at...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2024-01-01
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| Series: | Computational and Mathematical Methods |
| Online Access: | http://dx.doi.org/10.1155/cmm4/9072547 |
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| _version_ | 1841560598686466048 |
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| author | Senani P. Dlamini Wilford B. Molefe Olusegun S. Ewemooje |
| author_facet | Senani P. Dlamini Wilford B. Molefe Olusegun S. Ewemooje |
| author_sort | Senani P. Dlamini |
| collection | DOAJ |
| description | In today’s data-driven decision-making era, acquiring accurate information is vital. However, survey research faces challenges with sensitive issues. To address this, the Composite Randomized Response Technique (CRRT) was introduced in estimating the proportion of respondents possessing sensitive attributes. This study revealed that as the model captures more and more people involved in the sensitive attributes (πs) from 0.1 to 0.4, the relative efficiency of CRRT increases from 2.2217 to 678.7843. Hence, CRRT was found to be more efficient than the conventional model, making it a robust approach for surveys targeting sensitive attributes, enhancing data accuracy, and supporting effective policy evaluation and resource allocation. |
| format | Article |
| id | doaj-art-f175052873434116b158e5f2f6a7baeb |
| institution | Kabale University |
| issn | 2577-7408 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Computational and Mathematical Methods |
| spelling | doaj-art-f175052873434116b158e5f2f6a7baeb2025-01-04T00:00:05ZengWileyComputational and Mathematical Methods2577-74082024-01-01202410.1155/cmm4/9072547On the Efficiency of the Newly Developed Composite Randomized Response TechniqueSenani P. Dlamini0Wilford B. Molefe1Olusegun S. Ewemooje2Department of StatisticsDepartment of StatisticsDepartment of StatisticsIn today’s data-driven decision-making era, acquiring accurate information is vital. However, survey research faces challenges with sensitive issues. To address this, the Composite Randomized Response Technique (CRRT) was introduced in estimating the proportion of respondents possessing sensitive attributes. This study revealed that as the model captures more and more people involved in the sensitive attributes (πs) from 0.1 to 0.4, the relative efficiency of CRRT increases from 2.2217 to 678.7843. Hence, CRRT was found to be more efficient than the conventional model, making it a robust approach for surveys targeting sensitive attributes, enhancing data accuracy, and supporting effective policy evaluation and resource allocation.http://dx.doi.org/10.1155/cmm4/9072547 |
| spellingShingle | Senani P. Dlamini Wilford B. Molefe Olusegun S. Ewemooje On the Efficiency of the Newly Developed Composite Randomized Response Technique Computational and Mathematical Methods |
| title | On the Efficiency of the Newly Developed Composite Randomized Response Technique |
| title_full | On the Efficiency of the Newly Developed Composite Randomized Response Technique |
| title_fullStr | On the Efficiency of the Newly Developed Composite Randomized Response Technique |
| title_full_unstemmed | On the Efficiency of the Newly Developed Composite Randomized Response Technique |
| title_short | On the Efficiency of the Newly Developed Composite Randomized Response Technique |
| title_sort | on the efficiency of the newly developed composite randomized response technique |
| url | http://dx.doi.org/10.1155/cmm4/9072547 |
| work_keys_str_mv | AT senanipdlamini ontheefficiencyofthenewlydevelopedcompositerandomizedresponsetechnique AT wilfordbmolefe ontheefficiencyofthenewlydevelopedcompositerandomizedresponsetechnique AT olusegunsewemooje ontheefficiencyofthenewlydevelopedcompositerandomizedresponsetechnique |