A model of adoption determinants of IoT within the T-O-E framework in the Malaysian agriculture sector
Purpose: The adoption of digital technologies in the agricultural sector has produced paradoxical outcomes in terms of enhancing productivity and managing food supply chains for economies. With a growing population, there is a pressing need to improve agricultural productivity and sustainability and...
        Saved in:
      
    
          | Published in | Global business and management research Vol. 16; no. 4S; pp. 1886 - 1898 | 
|---|---|
| Main Authors | , , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
        Boca Raton
          Global Business and Management Research: An International Journal
    
        01.10.2024
     Mehran Nejati  | 
| Subjects | |
| Online Access | Get full text | 
| ISSN | 1947-5667 1947-5667  | 
Cover
| Abstract | Purpose: The adoption of digital technologies in the agricultural sector has produced paradoxical outcomes in terms of enhancing productivity and managing food supply chains for economies. With a growing population, there is a pressing need to improve agricultural productivity and sustainability and reduce the waste of resources. In spite of having access to the digitalisation of IR4.0, Malaysian agricultural sector has yet to effectively harness the potential of the Internet of Things (IoT). IoT has revolutionized processes across various industries and is poised to play a transformative role in agriculture by enabling automation and remote monitoring, thereby reducing the need for human intervention. This paper aims to develop the framework for adopting IoT in the agriculture sector by agroprenuers. It integrates the theoretical perspectives of the Technology-Organization-Environment (T0E) Model and Diffusion Innovation Theory (DIT) in the conceptualisation of the IoT--A (IoT Agriculture) adoption framework. Methodology: The adaptation of IoT in the agriculture sector is a complex process and requires many technical and non-technical aspects. The study began by identifying the problem, reviewing the literature, and examining previous research gaps on the subject of this study. Findings from the literature are analyzed and synthesized. Findings: The findings for this study are the extraction of important internal (technology, organisational) and external (environment) determinants and their linkages with IoT-A diffusion for the agriculture sector. Research limitations/implications: The limitation of this study is perhaps the empirical assessment of the proposed IoT-A diffusion framework. Practical implications: The outcome of this paper will contribute to practices by suggesting the IoT-A diffusion framework that practitioners, policymakers, and government institutions then use to draft policies and actions to increase the implementation initiative of IoT in the agriculture sector. Originality/value: The originality of this research is the interplay between the model and DIT theory for the diffusion of IoT-A in the agriculture sector. Keywords: Internet of Things, Agriculture, Malaysia, TOE model, Diffusion Innovation Theory | 
    
|---|---|
| AbstractList | Originality/value: The originality of this research is the interplay between the model and DIT theory for the diffusion of IoT-A in the agriculture sector. Purpose: The adoption of digital technologies in the agricultural sector has produced paradoxical outcomes in terms of enhancing productivity and managing food supply chains for economies. With a growing population, there is a pressing need to improve agricultural productivity and sustainability and reduce the waste of resources. In spite of having access to the digitalisation of IR4.0, Malaysian agricultural sector has yet to effectively harness the potential of the Internet of Things (IoT). IoT has revolutionized processes across various industries and is poised to play a transformative role in agriculture by enabling automation and remote monitoring, thereby reducing the need for human intervention. This paper aims to develop the framework for adopting IoT in the agriculture sector by agroprenuers. It integrates the theoretical perspectives of the Technology-Organization-Environment (T0E) Model and Diffusion Innovation Theory (DIT) in the conceptualisation of the IoT--A (IoT Agriculture) adoption framework. Methodology: The adaptation of IoT in the agriculture sector is a complex process and requires many technical and non-technical aspects. The study began by identifying the problem, reviewing the literature, and examining previous research gaps on the subject of this study. Findings from the literature are analyzed and synthesized. Findings: The findings for this study are the extraction of important internal (technology, organisational) and external (environment) determinants and their linkages with IoT-A diffusion for the agriculture sector. Research limitations/implications: The limitation of this study is perhaps the empirical assessment of the proposed IoT-A diffusion framework. Practical implications: The outcome of this paper will contribute to practices by suggesting the IoT-A diffusion framework that practitioners, policymakers, and government institutions then use to draft policies and actions to increase the implementation initiative of IoT in the agriculture sector. Originality/value: The originality of this research is the interplay between the model and DIT theory for the diffusion of IoT-A in the agriculture sector. Keywords: Internet of Things, Agriculture, Malaysia, TOE model, Diffusion Innovation Theory Purpose: The adoption of digital technologies in the agricultural sector has produced paradoxical outcomes in terms of enhancing productivity and managing food supply chains for economies. With a growing population, there 1s a pressing need to improve agricultural productivity and sustainability and reduce the waste of resources. In spite of having access to the digitalisation of IR4.0, Malaysian agricultural sector has yet to effectively harness the potential of the Internet of Things (IoT). IoT has revolutionized processes across various industries and is poised to play a transformative role in agriculture by enabling automation and remote monitoring, thereby reducing the need for human intervention. This paper aims to develop the framework for adopting IoT in the agriculture sector by agroprenuers. It integrates the theoretical perspectives of the Technology-Organization-Environment (TOE) Model and Diffusion Innovation Theory (DIT) in the conceptualisation of the IoT-A (IoT Agriculture) adoption framework. Methodology: The adaptation of IoT in the agriculture sector is a complex process and requires many technical and non-technical aspects. The study began by identifying the problem, reviewing the literature, and examining previous research gaps on the subject of this study. Findings from the literature are analyzed and synthesized. Findings: The findings for this study are the extraction of important internal (technology, organisational) and external (environment) determinants and their linkages with IoT-A diffusion for the agriculture sector. Research limitations/implications: The limitation of this study is perhaps the empirical assessment of the proposed IoT-A diffusion framework. Practical implications: The outcome of this paper will contribute to practices by suggesting the IOT-A diffusion framework that practitioners, policymakers, and government institutions then use to draft policies and actions to increase the implementation initiative of IoT in the agriculture sector. Originality/value: The originality of this research 1s the interplay between the model and DIT theory for the diffusion of IoT-A in the agriculture sector.  | 
    
| Audience | Professional | 
    
| Author | Md Saad, Nor Hasliza Yaacob, Zulnaidi Peng, Wong Wai Anwar, Muhammad Fahad  | 
    
| Author_xml | – sequence: 1 fullname: Md Saad, Nor Hasliza – sequence: 2 fullname: Yaacob, Zulnaidi – sequence: 3 fullname: Peng, Wong Wai – sequence: 4 fullname: Anwar, Muhammad Fahad  | 
    
| BookMark | eNptkFFLwzAQx4tMcJt-h4CvVtKmTdrHMaYOJnuZz-WaXrrMNplJyvDbW1Fwwji4O_73-9_BzaKJsQavomlSZiLOOReTs_4mmnl_oJQLWopppBaktw12xCoCjT0GbQ1pMKDrtQET_PdgbXfkpMNeGxL2SHbxNl4R5aDHk3Xv5Fd-hQ4-vQZDoHVaDl0YHBKPMlh3G10r6Dze_dZ59Pa02i1f4s32eb1cbOI2ETSPMyZrkHmNaVlLVIqVqSooLRAFNFTkTUFlrdJSZRJ4ko9SxjhQVqQcVYaCzaP7n71HZz8G9KE62MGZ8WTFEs4LKliR_1EtdFhpo2xwIHvtZbUo0oLRrOTpSMUXqBYNOujGDys9yv_4xwv8GA32Wl40PJwZ6sFrg35MXrf74FsYvD_HvwB96pAM | 
    
| ContentType | Journal Article | 
    
| Copyright | COPYRIGHT 2024 Global Business and Management Research: An International Journal Copyright Mehran Nejati 2024  | 
    
| Copyright_xml | – notice: COPYRIGHT 2024 Global Business and Management Research: An International Journal – notice: Copyright Mehran Nejati 2024  | 
    
| DBID | N95 3V. 4U- 7WY 7WZ 7XB 87Z 8FK 8FL ABUWG AFKRA BENPR BEZIV BVBZV CCPQU DWQXO FRNLG F~G K60 K6~ K8~ L.- L.0 M0C PHGZM PHGZT PKEHL PQBIZ PQBZA PQEST PQQKQ PQUKI PRINS Q9U  | 
    
| DatabaseName | Gale Business: Insights ProQuest Central (Corporate) University Readers ABI/INFORM Collection ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni) ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Business Premium Collection East & South Asia Database ProQuest One Community College ProQuest Central Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) ProQuest Business Collection (Alumni Edition) ProQuest Business Collection DELNET Management Collection ABI/INFORM Professional Advanced ABI/INFORM Professional Standard ABI/INFORM Global ProQuest Central Premium ProQuest One Academic (New) ProQuest One Academic Middle East (New) ProQuest One Business ProQuest One Business (Alumni) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic  | 
    
| DatabaseTitle | ABI/INFORM Global (Corporate) ProQuest Business Collection (Alumni Edition) ProQuest One Business University Readers ProQuest One Academic Middle East (New) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest Central China ABI/INFORM Complete ProQuest Central ABI/INFORM Professional Advanced ABI/INFORM Professional Standard ProQuest Central Korea ProQuest Central (New) ABI/INFORM Complete (Alumni Edition) Business Premium Collection ABI/INFORM Global ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest One Academic Eastern Edition ProQuest Business Collection East & South Asia Database ProQuest One Academic UKI Edition ProQuest DELNET Management Collection ProQuest One Business (Alumni) ProQuest One Academic ProQuest Central (Alumni) Business Premium Collection (Alumni) ProQuest One Academic (New)  | 
    
| DatabaseTitleList | ABI/INFORM Global (Corporate)  | 
    
| Database_xml | – sequence: 1 dbid: BENPR name: ProQuest Central url: http://www.proquest.com/pqcentral?accountid=15518 sourceTypes: Aggregation Database  | 
    
| DeliveryMethod | fulltext_linktorsrc | 
    
| Discipline | Agriculture | 
    
| EISSN | 1947-5667 | 
    
| EndPage | 1898 | 
    
| ExternalDocumentID | A828304962 | 
    
| GeographicLocations | Malaysia | 
    
| GeographicLocations_xml | – name: Malaysia | 
    
| GroupedDBID | 29I 7WY 8FL 8VB ABUWG AFKRA AHQJS AKVCP ALMA_UNASSIGNED_HOLDINGS BAAKF BENPR BEZIV BPHCQ BVBZV CCPQU DWQXO EBU EOJEC FRNLG IAO IBB IEA IOF IPC ISM ITC K1G K60 K6~ K8~ L8O M0C N95 OBODZ OK1 P2P PHGZM PHGZT PQBIZ PQBZA PQQKQ PROAC PV9 QWB RZL TH9 ZL0 3V. 4U- 7XB 8FK L.- L.0 PKEHL PQEST PQUKI PRINS PUEGO Q9U  | 
    
| ID | FETCH-LOGICAL-g1705-43cbac5be29bceff392f8008ee7ad075d80cbf29f4ca615d07436a03826ef4e73 | 
    
| IEDL.DBID | BENPR | 
    
| ISSN | 1947-5667 | 
    
| IngestDate | Sat Aug 23 13:01:05 EDT 2025 Tue Jun 17 21:59:06 EDT 2025 Thu Jun 12 23:58:09 EDT 2025 Mon Oct 20 16:55:57 EDT 2025 Fri May 23 02:32:26 EDT 2025  | 
    
| IsPeerReviewed | true | 
    
| IsScholarly | true | 
    
| Issue | 4S | 
    
| Language | English | 
    
| LinkModel | DirectLink | 
    
| MergedId | FETCHMERGED-LOGICAL-g1705-43cbac5be29bceff392f8008ee7ad075d80cbf29f4ca615d07436a03826ef4e73 | 
    
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14  | 
    
| PQID | 3166807385 | 
    
| PQPubID | 696409 | 
    
| PageCount | 13 | 
    
| ParticipantIDs | proquest_journals_3166807385 gale_infotracmisc_A828304962 gale_infotracgeneralonefile_A828304962 gale_infotracacademiconefile_A828304962 gale_businessinsightsgauss_A828304962  | 
    
| PublicationCentury | 2000 | 
    
| PublicationDate | 20241001 | 
    
| PublicationDateYYYYMMDD | 2024-10-01 | 
    
| PublicationDate_xml | – month: 10 year: 2024 text: 20241001 day: 01  | 
    
| PublicationDecade | 2020 | 
    
| PublicationPlace | Boca Raton | 
    
| PublicationPlace_xml | – name: Boca Raton | 
    
| PublicationTitle | Global business and management research | 
    
| PublicationYear | 2024 | 
    
| Publisher | Global Business and Management Research: An International Journal Mehran Nejati  | 
    
| Publisher_xml | – name: Global Business and Management Research: An International Journal – name: Mehran Nejati  | 
    
| SSID | ssj0067097 | 
    
| Score | 2.2722886 | 
    
| Snippet | Originality/value: The originality of this research is the interplay between the model and DIT theory for the diffusion of IoT-A in the agriculture sector. Purpose: The adoption of digital technologies in the agricultural sector has produced paradoxical outcomes in terms of enhancing productivity and managing food...  | 
    
| SourceID | proquest gale  | 
    
| SourceType | Aggregation Database | 
    
| StartPage | 1886 | 
    
| SubjectTerms | Agricultural industry Agriculture Automation Crop diseases Farm machinery Food Food supply Innovations Internet of Things Literature reviews Pandemics Pesticides Productivity measurement R&D Research & development Technology adoption  | 
    
| Title | A model of adoption determinants of IoT within the T-O-E framework in the Malaysian agriculture sector | 
    
| URI | https://www.proquest.com/docview/3166807385 | 
    
| Volume | 16 | 
    
| hasFullText | 1 | 
    
| inHoldings | 1 | 
    
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVPQU databaseName: East & South Asia Database customDbUrl: eissn: 1947-5667 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0067097 issn: 1947-5667 databaseCode: BVBZV dateStart: 20100101 isFulltext: true titleUrlDefault: https://search.proquest.com/eastsouthasia providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1947-5667 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0067097 issn: 1947-5667 databaseCode: BENPR dateStart: 20100101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest  | 
    
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LS8NAEF5qe9GD-MRqlT34OAVrHpvkIBKlpQqtIi30Vib7KII02rQH_70z6YYaUC857A4s7OzMfjuZ-Yaxc32DalU6dIQwyvE91EUcoOHFGgKlYrxAiyrX_kD0Rv7TOBjX2KCshaG0ytInFo5aZZJi5NfejRBRm7hX7j4-HeoaRX9XyxYaYFsrqNuCYmyDNVxixqqzxn1n8PJa-mYiKwv_cr7FjdLdYdsWCvJkpbtdVtOzPbaVTOeWDkPvM5PwolUNzwwHlRXmzdWPDBaaeMyGnMKpbzOOaI4PnWenw02ZdMXtcB_e4YsqJjmsV-B5EbQ_YKNuZ_jQc2xnBGdK9De4pzIFGaTajVOpjUGQYxD5RVqHoBAEqKgtU-PGxpeAkEURThDQ9vAtoY2vQ--Q1WfZTB8xjo9U6YJnpIDAFyIFhTYfpFGoVeRDFDTZBe3WxPbExE9OUYN8Css8nyQREYj5sXCb7KqQI7tYzEGCTe_HVYhhqiJ5WZGcrvi1fxNsVQTx4MvqdKnAiTW8fLI-Jsf_T5-wTRfxySovr8Xqi_lSnyK-WKRn9tB8A2FN1N0 | 
    
| linkProvider | ProQuest | 
    
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEB6F9AA9oFJAbUlhDw2cLFJ7vbYPFQqQKKFNWiFX6s2M9xFVquI2ToT65_htzDprBUvALRcfvCOvtfPc3ZlvAE70KbFV6cgTwiiPB8SLJCTFSzSGSiXkQKsq18lUjK75t5vwpgW_6loYm1ZZ28TKUKtC2jPyj8GpEHHPYq98un_wbNcoe7tat9BA11pBnVUQY66w41w__qQtXHk2_kr87vr-cJB-GXmuy4A3s1Ay9H8yRxnm2k9yqY2hgMFQFBVrHaEih6rinsyNnxgukdy_sj5XYC-guFwbrqOAvvsEdnjAE9r87XweTK--177AgqNF_zL2lQcb7sFzF3qy_lpWXkBLz_dhtz9bOPgN_RJMn1WtcVhhGKqiMidM_ZExYwfGRcrs8e3tnFH0yFLv0hswUyd5Mfd6gnf4aCs0GW5mYGV1SfAKrreyRq-hPS_m-gAYbYqlj4GRAkMuRI6KbEyYx5FWMcc4PISuXa3M9eCkR2lPKcoZrsoy68cWsIwnwj-EDxWd1cPlAiW6cgKaxSJaNSjfNyhnazzvvxF2GoSkaLI5XDMwc4peZhuxPPr_8Dt4OkonF9nFeHr-Bp75FButcwI70F4uVvqYYptl_tYJEIMf25bZ3xTQEq4 | 
    
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3JTsMwEB1BkRAc2BE7PrCcQksWJzkgVJaKsh8KQlyC46VCoAaaVgg-jV_hZxgnjqAIuHHgkkM8SuJ4_GZsz7wBWJGbOKxC-halSliug2MRejjxQsk8IUI0oFmW68kpPbhwD6-8qz54LXJhdFhlgYkZUIuE6z3ysrNJaVDR3CtlZcIizvdq2w-Plq4gpU9ai3IauYocyecnXL6lW_U9HOtV267tN3YPLFNhwGpqGhn8Nh4z7sXSDmMulUJnQaEHFUjpM4HGVAQVHis7VC5naPqFtreUVRz0yaVype_gc_thIKDoopZgYOdy5_qysAOaGM3_Cegz61Ubhbei33nQyt1GtxNv8JcvlJD_88eMwYhxqkk1nwXj0CdbEzBcbbYNsYicBFUlWdEfkijCRJIBJRGfYoF0Qz1pEL0xfdsi6BeThnVm7RNVhK8Rc_uE3bNnnXtK2McbSJodf0zBxZ90dBpKraQlZ4Dgcp_bzFGcMs-lNGYC0dOLA1-KwGWBNwurWhciU10UL6nef0mbrJumUTXQVGxuSO1ZWM_kNMJ02owzkyiBb9FcXT2Saz2SzZyp_DvBhR5BhBDe21yoVmQgLI0-9Gru9-ZlGESFi47rp0fzMGSj05cHOy5AqdPuykV02jrxkpkdBG7-Wu_eAbAxWcM | 
    
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+model+of+adoption+determinants+of+IoT+within+the+T-O-E+framework+in+the+Malaysian+agriculture+sector&rft.jtitle=Global+business+and+management+research&rft.au=Saad%2C+Nor+Hasliza+Md&rft.au=Yaacob%2C+Zulnaidi&rft.au=Peng%2C+Wong+Wai&rft.au=Anwar%2C+Muhammad+Fahad&rft.date=2024-10-01&rft.pub=Mehran+Nejati&rft.eissn=1947-5667&rft.volume=16&rft.issue=4s&rft.spage=1886&rft.epage=1898&rft.externalDBID=HAS_PDF_LINK | 
    
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1947-5667&client=summon | 
    
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1947-5667&client=summon | 
    
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1947-5667&client=summon |