IDEAS home Printed from https://ideas.repec.org/a/bjf/journl/v11y2026i2p1183-1196.html

Ensuring Food Integrity and Security Through Macro and Micro Analysis: Current Trends and Industrial Applications

Author

Listed:
  • Norhashimah Hussin

    (Department of Bioprocess, Faculty of Chemical & Energy Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor (Malaysia))

  • Thathram Palli Adil Mubarak

    (Department of Bioprocess, Faculty of Chemical & Energy Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor (Malaysia))

  • Harisun Yaakob*

    (Institute of Bioproduct Development, Universiti Teknologi Malaysia, 81310, Skudai, Johor (Malaysia))

  • Wong Hui Lin

    (Department of Bioprocess, Faculty of Chemical & Energy Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor (Malaysia))

  • Heeswari A/P Logamoorthy

    (Department of Bioprocess, Faculty of Chemical & Energy Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor (Malaysia))

Abstract

This review critically reassesses the analytical dichotomy between Macro and Micro-parameters to propose a validated, synergistic Data Fusion framework that bypasses the “Adulteration Gap†and the “Economic Wall†in global food systems. A systematic review was conducted utilizing a tiered search strategy across Scopus, Web of Science, and Google Scholar. The methodology progressed from macro-level contextual filtering (drivers like the “Three Lethal Cs†) to micro-level technical validation of instrumental data, culminating in a nexus integration that cross-references socio-economic impacts with forensic protocols. The study identifies that traditional Macro analysis (proximate composition) is vulnerable to sophisticated fraud, as demonstrated by the melamine nitrogen loophole in milk. Conversely, Micro analysis (HPLC, IRMS) provides essential forensic specificity, identifying isotopic fingerprints in honey, but is often hindered by high operational costs. Industrial applications reveal that transitioning from “Lab†to “Line†via Process Analytical Technology (PAT) and utilizing Green Chemistry (NADES) effectively mitigates matrix interference and reduces waste. An integrated Nexus approach, employing rapid Macro-sensors as a first line of defense followed by targeted Microverification, provides a legally defensible and commercially viable standard. This framework contributes significantly to socio-economic protection, public health safety, and global environmental sustainability by bridging the divide between bulk composition and trace molecular integrity.

Suggested Citation

  • Norhashimah Hussin & Thathram Palli Adil Mubarak & Harisun Yaakob* & Wong Hui Lin & Heeswari A/P Logamoorthy, 2026. "Ensuring Food Integrity and Security Through Macro and Micro Analysis: Current Trends and Industrial Applications," International Journal of Research and Innovation in Applied Science, International Journal of Research and Innovation in Applied Science (IJRIAS), vol. 11(2), pages 1183-1196, February.
  • Handle: RePEc:bjf:journl:v:11:y:2026:i:2:p:1183-1196
    as

    Download full text from publisher

    File URL: https://rsisinternational.org/journals/ijrias/uploads/vol11-iss2-pg1183-1196-202603_pdf.pdf
    Download Restriction: no

    File URL: https://rsisinternational.org/journals/ijrias/view/ensuring-food-integrity-and-security-through-macro-and-micro-analysis-current-trends-and-industrial-applications/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eric Kaiyue Ling & Siti Norida Wahab, 2020. "Integrity of food supply chain: going beyond food safety and food quality," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 29(2), pages 216-232.
    2. Florencio Campomanes & Michael Marshall & Andrew Nelson, 2024. "A method for estimating physical and economic food access at high spatial resolution," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(1), pages 47-64, February.
    3. Wendy Jannette Ascencio-López & María Teresa Zayas-Pérez & Ricardo Munguía-Pérez & Guadalupe Virginia Nevárez-Moorillón & Manuel Huerta-Lara & María del Carmen Guadalupe Avelino-Flores & Teresa Soleda, 2025. "Food Security in a College Community: Assessing Availability, Access, and Consumption Patterns in a Mexican Context," IJERPH, MDPI, vol. 22(9), pages 1-16, August.
    4. Sunday Yusuf Kpalo & Mohamad Faiz Zainuddin & Latifah Abd Manaf & Ahmad Muhaimin Roslan, 2020. "Production and Characterization of Hybrid Briquettes from Corncobs and Oil Palm Trunk Bark under a Low Pressure Densification Technique," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
    5. Juan García-Díez & Carla Gonçalves & Luca Grispoldi & Beniamino Cenci-Goga & Cristina Saraiva, 2021. "Determining Food Stability to Achieve Food Security," Sustainability, MDPI, vol. 13(13), pages 1-13, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dalal Aassouli & Ayodele Akande & Ray Jureidini, 2023. "Comparative Analysis of Sustainable Food Governance and the Alignment of Food Security Policies to Sustainable Development: A Case Study of OIC Countries," Sustainability, MDPI, vol. 15(22), pages 1-27, November.
    2. Hívila M. P. Marreiro & Rogério S. Peruchi & Riuzuani M. B. P. Lopes & Silvia L. F. Andersen & Sayonara A. Eliziário & Paulo Rotella Junior, 2021. "Empirical Studies on Biomass Briquette Production: A Literature Review," Energies, MDPI, vol. 14(24), pages 1-40, December.
    3. Jerrold L. Belant & Jason Suckow & Kenneth F. Kellner, 2025. "Food security as a secondary benefit of human-wildlife conflict management," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 17(6), pages 1659-1663, December.
    4. Oluwaseyi Kayode Fadele & Temiloluwa Ojuolape Amusan & Ademola Olagoke Afolabi & Clement Adesoji Ogunlade, 2021. "Characterisation of briquettes from forest wastes: Optimisation approach," Research in Agricultural Engineering, Czech Academy of Agricultural Sciences, vol. 67(3), pages 138-147.
    5. Frederick Sarpong & Bashiru Adams & Frederick Danso & Charlotte Oduro-Yeboah, 2025. "Circular Economy of Oil Palm for Achieving Sustainable Development Goals (SDGs) among Artisans in Ghana – A Review," Circular Economy and Sustainability, Springer, vol. 5(3), pages 2527-2545, June.
    6. Myrto Paraschou & Panagiota Sergaki & Nikos Kalogeras & Stefanos A. Nastis & Christos Staboulis, 2025. "Agricultural Cooperatives: Roadblocks to Achieving Sustainability," Sustainability, MDPI, vol. 17(17), pages 1-15, September.
    7. Ameye, Hannah & Hülsen, Vivien & Glatzel, Katrin & Laar, Amos & Qaim, Matin, 2025. "Urbanizing food environments in Africa: Challenges and opportunities for improving accessibility, affordability, convenience, and desirability of healthy diets," Food Policy, Elsevier, vol. 137(C).
    8. Sumanta Das & Akhilesh Barve & Naresh Chandra Sahu & Kamalakanta Muduli, 2023. "Enabling artificial intelligence for sustainable food grain supply chains: an agri 5.0 and circular economy perspective," Operations Management Research, Springer, vol. 16(4), pages 2104-2124, December.
    9. Hugo Miguel Lisboa & Matheus Bittencourt Pasquali & Antonia Isabelly dos Anjos & Ana Maria Sarinho & Eloi Duarte de Melo & Rogério Andrade & Leonardo Batista & Janaina Lima & Yasmin Diniz & Amanda Bar, 2024. "Innovative and Sustainable Food Preservation Techniques: Enhancing Food Quality, Safety, and Environmental Sustainability," Sustainability, MDPI, vol. 16(18), pages 1-44, September.
    10. Grażyna Łaska & Ayodeji Raphael Ige, 2023. "A Review: Assessment of Domestic Solid Fuel Sources in Nigeria," Energies, MDPI, vol. 16(12), pages 1-20, June.
    11. Mangla, Sachin Kumar & Kazancoglu, Yigit & Ekinci, Esra & Liu, Mengqi & Özbiltekin, Melisa & Sezer, Muruvvet Deniz, 2021. "Using system dynamics to analyze the societal impacts of blockchain technology in milk supply chainsrefer," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    12. Víctor Dante Ayaviri-Nina & Gabith Miriam Quispe-Fernández & Jorge Leonardo Vanegas & Verónica Ortega-Mejía & Otilia Vanessa Cordero-Ahiman, 2022. "Importance of Purchasing Power and Education in the Food Security of Families in Rural Areas—Case Study: Chambo, Ecuador," Sustainability, MDPI, vol. 14(10), pages 1-11, May.
    13. Sunday Yusuf Kpalo & Mohamad Faiz Zainuddin & Latifah Abd Manaf & Ahmad Muhaimin Roslan & Nik Nor Rahimah Nik Ab Rahim, 2022. "Techno-Economic Viability Assessment of a Household Scale Agricultural Residue Composite Briquette Project for Rural Communities in Nigeria," Sustainability, MDPI, vol. 14(15), pages 1-19, August.
    14. Majid Ali & Rana Muhammad Sohail Jafar & Saira Mahmood & Muhammad Nadeem & Safdar Hussain, 2026. "Causal linkages in the water–food–energy nexus: household-level evidence from Punjab, Pakistan," Asia-Pacific Journal of Regional Science, Springer, vol. 10(1), pages 1-21, March.
    15. Tehreem Tahir, Nausheen Mazhar, Humna Akmal, Eisha Jabbar, 2024. "Assessing Food Availability Potential in the Drylands of South Punjab," International Journal of Innovations in Science & Technology, 50sea, vol. 6(6), pages 206-216, June.
    16. Salvatore Ammirato & Alberto Michele Felicetti & Massimiliano Ferrara & Cinzia Raso & Antonio Violi, 2021. "Collaborative Organization Models for Sustainable Development in the Agri-Food Sector," Sustainability, MDPI, vol. 13(4), pages 1-22, February.
    17. Parra-López, Carlos & Reina-Usuga, Liliana & Garcia-Garcia, Guillermo & Carmona-Torres, Carmen, 2025. "Promoting digital traceability in agriculture: A predictive approach to adoption and policy design in the olive sector," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    18. Yaashikaa, P.R. & Kumar, P. Senthil, 2022. "Valorization of agro-industrial wastes for biorefinery process and circular bioeconomy: A critical review," MPRA Paper 112234, University Library of Munich, Germany.
    19. Sophia P. Plakantara & Athanasia Karakitsiou, 2025. "Transforming Agrifood Supply Chains with Digital Technologies: a Systematic Review of Safety and Quality Risk Management," SN Operations Research Forum, Springer, vol. 6(3), pages 1-38, September.
    20. Sivabalan Kaniapan & Jagadeesh Pasupuleti & Kartikeyan Patma Nesan & Haris Nalakath Abubackar & Hadiza Aminu Umar & Temidayo Lekan Oladosu & Segun R. Bello & Eldon R. Rene, 2022. "A Review of the Sustainable Utilization of Rice Residues for Bioenergy Conversion Using Different Valorization Techniques, Their Challenges, and Techno-Economic Assessment," IJERPH, MDPI, vol. 19(6), pages 1-30, March.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bjf:journl:v:11:y:2026:i:2:p:1183-1196. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Dr. Renu Malsaria (email available below). General contact details of provider: https://rsisinternational.org/journals/ijrias/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.