Performance Evaluation of the Karl Fischer Method for Determining Water Content in Food Products
Abstract
Water content is a crucial parameter in determining the quality of food products, as it influences physicochemical properties, microbial growth, and shelf life. Therefore, reliable methods for water content determination are essential. This study evaluated the performance of the Karl Fischer method through several parameters: linearity, limit of detection (LOD), limit of quantitation (LOQ), precision, accuracy, and measurement uncertainty. The method showed strong linearity with the regression equation y = 0.9719x + 0.5062 and a correlation coefficient (r) of 0.9998 across 1.0–10.0% water concentration. The LOD and LOQ were found to be 0.10% and 0.13%, respectively. Precision (%RSD) at 5, 60, and 100% water concentrations yielded values of 0.88, 0.26, and 0.09%. Accuracy (% trueness) ranged from 92% to 105%, while the mean relative uncertainty was 6%. These results demonstrate that the Karl Fischer method offers acceptable performance and is suitable for accurate water content determination in food products.
Downloads
References
Akay Sazaklioglu, S., Torul, H., Kabadayi, H., Vatansever, H. S., Tamer, U., & Celikkan, H. (2022). Calibration curve approaches for nonlinear data points obtained in Colo 320 exosomes determination. Analytical and Bioanalytical Electrochemistry, 14(11), 1027-1043.
Barbosa-C, G. V., Fontana Jr, A. J., Schmidt, S. J., & Labuza, T. P. (2020). Water activity in foods: fundamentals and applications: John Wiley & Sons.
Beasley-Green, A., & Heckert, N. A. (2023). Estimation of measurement uncertainty for the quantification of protein by ID-LC–MS/MS. Analytical and Bioanalytical Chemistry, 415(16), 3265-3274. doi:10.1007/s00216-023-04705-8
Biyao, S., Lingtian, T., & Ping, H. (2024). Introduction and reflection on the revision of ISO/IEC 17043. Accreditation and Quality Assurance, 29(1), 77-83. doi:10.1007/s00769-023-01564-9
Bozkir, H., Tekgül, Y., & Erten, E. S. (2021). Effects of tray drying, vacuum infrared drying, and vacuum microwave drying techniques on quality characteristics and aroma profile of orange peels. Journal of Food Process Engineering, 44(1). doi:10.1111/jfpe.13611
Chohan, B. S., & Sykes, D. G. (2024). Methods and Instruments | Karl-Fischer-Titration. In Encyclopedia of Electrochemical Power Sources: Volume 1-7, Second Edition (Vol. 2, pp. V2:119-V112:134).
Crucho, J., Margaritis, A., Tanghe, T., Vansteenkiste, S., & Vanelstraete, A. (2024). Repeatability and Reproducibility of Analysis Methods for Asphalt Mixture Gyratory Compaction. Paper presented at the Lecture Notes in Civil Engineering.
Fuquay, J. W., McSweeney, P. L., & Fox, P. F. (2011). Encyclopedia of dairy sciences: Academic Press.
Gangsarwijaya, N., Anindhita, R., & Widaningrum, D. L. (2020). Decision tree analysis approach to determine factors that affect the quote order lead time fulfillment. Paper presented at the IOP Conference Series: Earth and Environmental Science.
Jędrychowska, S., & Kowalczyk, A. (2022). Determination of moisture in biomass by coulometric Karl Fischer titration. Nafta - Gaz, 2022(5), 393-400. doi:10.18668/NG.2022.05.07
Jia, Y., Sun, X., & Zhang, F. (2021). Determination of LOD and LOQ with relative standard deviation and relative range or ratio of maximum and minimum. Yejin Fenxi/Metallurgical Analysis, 41(1), 1-12. doi:10.13228/j.boyuan.issn1000-7571.011206
Kaviani, R. (2024). Comparison of Different Approaches for Calculating LOD and LOQ in an HPLC-Based Analysis Method. Pharmaceutical Sciences, 31(1), 106-109. doi:10.34172/PS.024.40452
Kaviani, R. (2025). Comparison of Different Approaches for Calculating LOD and LOQ in an HPLC-Based Analysis Method. Pharmaceutical Sciences, 31(1), 106-109. doi:10.34172/PS.2024.40452
Khan, K., Malik, K., Ahmad, M., Raja, M. N. I., Nazish, M., Kamal, A., . . . Naseem, M. T. (2024). Exploring the nutritional composition and quality parameters of natural honey from diverse melliferous flora. Scientific Reports, 14(1). doi:10.1038/s41598-024-79672-w
Kim, H. R., Kim, S., Jung, J., Lee, H., Ho, K., Kim, B., & Oh, S. (2024). Enhancing LOD determination in gas chromatography: Validating the Hubaux-Vos method for gas concentration measurement. Journal of Chromatography A, 1720. doi:10.1016/j.chroma.2024.464764
Klu, J. K., Puch-Solis, R., Mudie, R., Marland, V., & Nic Daeid, N. (2025). Open-access Measurement Uncertainty Calculator MUCalc and its application to the quantification of Etizolam in tablets using High-Performance Liquid Chromatography (HPLC). Science and Justice, 65(1), 70-81. doi:10.1016/j.scijus.2024.11.001
Lambarki, L. Z., Jhilal, F., Slimani, L., El Hajji, R., Bakkali, F., Iskandar, S., . . . Saffaj, T. (2025). Comparison of approaches for assessing detection and quantitation limits in bioanalytical methods using HPLC for sotalol in plasma. Scientific Reports, 15(1). doi:10.1038/s41598-024-83474-5
Le Maguer, M. (2017). Mechanics and influence of water binding on water activity. In Water Activity (pp. 1-25): Routledge.
McSweeney, P. L., O'Mahony, J. A., & Kelly, A. L. (2022). Advanced Dairy Chemistry: Volume 3: Lactose, Water, Salts and Minor Constituents: Springer Nature.
Melnikova, E., Bogdanova, E., Paveleva, D., Saranov, I., & Pandiselvam, R. (2023). Sucrose, Lactose, Thermogravimetry, and Differential Thermal Analysis: The Estimation of the Moisture Bond Types in Lactose-Containing Ingredients for Confectionery Products with Reduced Glycemic Index. International Journal of Food Science, 2023. doi:10.1155/2023/8835418
Nollet, L. M. (2004). Handbook of food analysis: methods and instruments in applied food analysis (Vol. 138): CRC Press.
Ponomarenko, E. A., Ivanov, Y. D., Valueva, A. A., Pleshakova, T. O., Zgoda, V. G., Vavilov, N. E., . . . Archakov, A. I. (2024). From Proteomics to the Analysis of Single Protein Molecules. International Journal of Molecular Sciences, 25(19). doi:10.3390/ijms251910308
Popescu, G., Radulov, I., Iordănescu, O. A., Orboi, M. D., Rădulescu, L., Drugă, M., . . . Riviş, M. (2020). Karl fischer water titration-principal component analysis approach on bread products. Applied Sciences (Switzerland), 10(18). doi:10.3390/APP10186518
Quirino, D. F., Lima, N. S. A., Palma, M. N. N., Franco, M. O., & Detmann, E. (2023). Evaluation of Heating Times for Loss on Drying at 105°C for Estimation of Laboratory Dry Matter in Animal Feeds. Journal of AOAC International, 106(2), 261-266. doi:10.1093/jaoacint/qsad004
Ramsey, M. H., & Rostron, P. D. (2024). Measurement uncertainty from sampling and its role in validation of measurement procedures. Accreditation and Quality Assurance, 29(2), 153-162. doi:10.1007/s00769-024-01575-0
Razumić, A., Runje, B., Alar, V., Štrbac, B., & Trzun, Z. (2025). A Review of Methods for Assessing the Quality of Measurement Systems and Results. Applied Sciences (Switzerland), 15(17). doi:10.3390/app15179393
Rivera-Quintero, P., Patience, G. S., Patience, N. A., Boffito, D. C., Banquy, X., & Schieppati, D. (2024). Experimental methods in chemical engineering: Karl Fischer titration. Canadian Journal of Chemical Engineering, 102(9), 2980-2997. doi:10.1002/cjce.25295
Saini, N., Yadav, M., Singh, N., & Ezhilselvi, V. (2025). Estimation of measurement uncertainty in the quantitative analysis of toxic elements in wheat flour using ICP-OES. Journal of Food Composition and Analysis, 148. doi:10.1016/j.jfca.2025.108223
Sharma, T., Pandey, K. K., Tripathi, M., Upmanyu, A., & Singh, R. C. (2023). Ultrasonic attenuation study of liquid mixtures of Propylene Glycol and DD water at various temperatures. Paper presented at the Materials Today: Proceedings.
Shen, Z. C., Zheng, Y. B., Gao, M. P., Nie, L., Li, G. A., & Du, Z. X. (2020). Determination of moisture content in consumer products by Karl Fischer titration and its interfering factors. China Surfactant Detergent and Cosmetics, 50(4), 282-286. doi:10.3969/j.issn.1001-1803.2020.04.012
Shivanna, S. K., & Rao, P. S. (2025). Challenges and opportunities in processing of lactose hydrolyzed dairy products. In Lactose Hydrolysis in Dairy Products (pp. 173-188).
Snow, N. H. (2021). Going low: Understanding limit of detection in gas chromatography (gc). LC-GC North America, 39(5), 232-235. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112776007&partnerID=40&md5=c4c9bba992d702cb6ad7572d3cbf56ee
Surangsrirat, D., Sridhar, V., Srikun, O., Puanglamjeak, M., Birdi, P., Dumnin, S., . . . Chana, K. S. (2022). Non-destructive measurement technique for water content in organic solvents based on a thermal approach. RSC Advances, 12(10), 6181-6185. doi:10.1039/d2ra00352j
Takeshita, J. I., & Suzuki, T. (2025). A model and method for analyzing the precision of binary measurement methods based on beta-binomial distributions, and related statistical tests. Quality and Quantity, 59(2), 1323-1352. doi:10.1007/s11135-024-01998-4
Talebi, M., & Armstrong, D. W. (2020). Water determination. In Specification of Drug Substances and Products: Development and Validation of Analytical Methods, Second Edition (pp. 459-477).
Tapia, M. S., Alzamora, S. M., & Chirife, J. (2020). Effects of water activity (aw) on microbial stability as a hurdle in food preservation. Water activity in foods: Fundamentals and applications, 323-355.
Vilbaste, M., Pawade, S. S., & Leito, I. (2025). Optimisation of temperature for accurate water content determination in plant-derived materials using vaporisation–coulometric Karl Fischer titration. Journal of Chemical Metrology, 19(2), 114-127. doi:10.25135/jcm.126.2511.3730
Wang, Y., Wang, J., Wei, Q., Yu, L., & Shen, J. (2025). Interpretation of the Disinfection Effects Testing and Evaluation Methods Section in Test Methods for Disinfection Products (WS/T 10009-2023). Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition, 56(5), 1184-1188. doi:10.12182/20250960102
Wiegand, T. J. (2023). Propylene glycol. In Encyclopedia of Toxicology, Fourth Edition: Volume 1-9 (Vol. 7, pp. V7-981).
Yang, B., Mallett, S., Takwoingi, Y., Davenport, C. F., Hyde, C. J., Whiting, P. F., . . . Leeflang, M. M. G. (2021). Quadas-c: A tool for assessing risk of bias in comparative diagnostic accuracy studies. Annals of Internal Medicine, 174(11), 1592-1599. doi:10.7326/M21-2234
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Achmad Nandang Roziafanto

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Techno Jurnal Penelitian with ISSN(e): 2580-7129, is published by the Research and Community Service, Khairun University (LPPM Unkhair). Techno Jurnal Penelitian has been accredited The Director General of Research and Development Strengthening, Ministry of Research, Technology, and Higher Education, Republic of Indonesia (Kemenristekdikti RI) decision Number 36/E/KPT/2019 which is valid for five years since enacted on 26 September 2019.

Techno Jurnal Penelitian is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.