Towards developing an instrument in measuring the need for InfoVis
The increasing trend of data volume and its superabundance have been endangering institutional data and specifically, higher education institutions (HEI) students’ data.The most challenging is the need for HEI to make sense from their large datasets, through gaining insights and understanding the p...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2014
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| Online Access: | https://repo.uum.edu.my/id/eprint/14704/1/K19.pdf |
| _version_ | 1825803410053529600 |
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| author | Ayobami, Akanmu Semiu Jamaludin, Zulikha |
| author_facet | Ayobami, Akanmu Semiu Jamaludin, Zulikha |
| author_sort | Ayobami, Akanmu Semiu |
| collection | UUM |
| description | The increasing trend of data volume and its superabundance have been endangering institutional
data and specifically, higher education institutions (HEI) students’ data.The most challenging is the need for HEI to make sense from their large datasets, through gaining insights and understanding the pattern and trends of events therein. Deductions from extant literatures strongly indicate the presence of information overload as the factor constraining HEI decision makers from making wealthy use of the
institutional datasets.However, no study has empirically investigated the presence of information overload in HEI students’ data management.To attend to this, this study aims at developing an instrument to be used in measuring the presence of information overload, and justifiably, the need for Information Visualization (InfoVis) –being an argued better tool for institutional data management. This study employs quantitative research method withadministration of 9-item survey questionnaire. Thirty-two (32) respondents are purposively drawn among HEI decision makers.Descriptive statistics is used as the statistical technique to find the mean valueof the computed variable based on the normal Likert 5-point scale.The result of the instrument reliability testgives a value of 0.712 as the Cronbach’s Alpha value which suggests that the items designed are internally consistent, and a weighted mean value of 4.03 strongly supportsthe hypothesis that HEI experiences information overload. |
| first_indexed | 2024-07-04T05:56:34Z |
| format | Conference or Workshop Item |
| id | uum-14704 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:56:34Z |
| publishDate | 2014 |
| record_format | eprints |
| spelling | uum-147042016-04-28T03:15:43Z https://repo.uum.edu.my/id/eprint/14704/ Towards developing an instrument in measuring the need for InfoVis Ayobami, Akanmu Semiu Jamaludin, Zulikha HD28 Management. Industrial Management The increasing trend of data volume and its superabundance have been endangering institutional data and specifically, higher education institutions (HEI) students’ data.The most challenging is the need for HEI to make sense from their large datasets, through gaining insights and understanding the pattern and trends of events therein. Deductions from extant literatures strongly indicate the presence of information overload as the factor constraining HEI decision makers from making wealthy use of the institutional datasets.However, no study has empirically investigated the presence of information overload in HEI students’ data management.To attend to this, this study aims at developing an instrument to be used in measuring the presence of information overload, and justifiably, the need for Information Visualization (InfoVis) –being an argued better tool for institutional data management. This study employs quantitative research method withadministration of 9-item survey questionnaire. Thirty-two (32) respondents are purposively drawn among HEI decision makers.Descriptive statistics is used as the statistical technique to find the mean valueof the computed variable based on the normal Likert 5-point scale.The result of the instrument reliability testgives a value of 0.712 as the Cronbach’s Alpha value which suggests that the items designed are internally consistent, and a weighted mean value of 4.03 strongly supportsthe hypothesis that HEI experiences information overload. 2014-08-12 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/14704/1/K19.pdf Ayobami, Akanmu Semiu and Jamaludin, Zulikha (2014) Towards developing an instrument in measuring the need for InfoVis. In: Knowledge Management International Conference 2014 (KMICe2014), 12-15 August 2014, Langkawi, Malaysia. http://www.kmice.cms.net.my/kmice2014/intro.asp |
| spellingShingle | HD28 Management. Industrial Management Ayobami, Akanmu Semiu Jamaludin, Zulikha Towards developing an instrument in measuring the need for InfoVis |
| title | Towards developing an instrument in measuring the need for InfoVis |
| title_full | Towards developing an instrument in measuring the need for InfoVis |
| title_fullStr | Towards developing an instrument in measuring the need for InfoVis |
| title_full_unstemmed | Towards developing an instrument in measuring the need for InfoVis |
| title_short | Towards developing an instrument in measuring the need for InfoVis |
| title_sort | towards developing an instrument in measuring the need for infovis |
| topic | HD28 Management. Industrial Management |
| url | https://repo.uum.edu.my/id/eprint/14704/1/K19.pdf |
| work_keys_str_mv | AT ayobamiakanmusemiu towardsdevelopinganinstrumentinmeasuringtheneedforinfovis AT jamaludinzulikha towardsdevelopinganinstrumentinmeasuringtheneedforinfovis |