Sensory Profiling and Consumer Preference of Local Bogor Coffee Brands Using CATA (Check-All-That-Apply) Method

  • Muhammad Fakih Kurniawan
    Djuanda University
  • Siti Nursaidah Rahmah
    Djuanda University
  • Tiara Amanda Lestari
    Djuanda University
DOI: https://doi.org/10.23960/jtepl.v15i3.930-941
Keywords Bogor, CATA, Consumer preferences, Local coffee, Sensory attributes
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Abstract

Coffee has complex sensory characteristics, such as aroma, flavor, texture, color, and aftertaste. While various local coffee products are available in Bogor, studies on sensory attributes and consumer preferences are limited. This study aimed to evaluate the sensory profiles and preference levels of four local Bogor coffee brands using the CATA method. The samples consisted of commercially available local Bogor coffee products, including robusta-based coffee and an arabica–robusta blend produced by local roasters. A total of 29 sensory attributes were identified through focus group discussions (FGDs) with eight trained panelists and evaluated by 50 general consumers. Hedonic testing was also conducted and analyzed using preference mapping. The results showed that earthy, floral, chocolate, and spicy sensory attributes tended to increase consumer preference, while smoky aroma and rubbery and burned flavors decreased it. Ideal coffee attributes include brown color, fruity flavor, chocolate and spicy aromas, light body, and sour aftertaste. Samples 669 and 614 showed the highest preference cluster (60–80%), while 471 and 628 achieved the lowest (20–40%). These findings demonstrate the importance of sensory attributes in influencing consumer preferences and can serve as a guide for local Bogor coffee producers.

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References

Adawiyah, D.R., Azis, M.A., Ramadhani, A.S., & Chueamchaitrakun, P. (2019). Perbandingan profil sensori teh hijau menggunakan metode analisis deskripsi kuantitatif dan CATA (check-all-that-apply). Jurnal Teknologi dan Industri Pangan, 30(2), 161–172. https://doi.org/10.6066/jtip.2019.30.2.161

Anderson, T., Yusasrini, A., & Pratiwi, I.D.P.K. (2023). Evaluasi profil sensori kopi Gayo Aceh berbagai merek yang dijual di marketplace menggunakan metode analisis deskriptif kuantitatif. Jurnal Ilmu dan Teknologi Pangan (ITEPA), 12(2), 309-322. https://doi.org/10.24843/itepa.2023.v12.i02.p07

Atikah, R., Kurniawan, M.F., & Nacing, N. (2023). Analisis antioksidan, total fenol dan fisikokimia kopi brand lokal asal Bogor. Jurnal Pangan dan Gizi, 13(1), 31–38.

BPS (Badan Pusat Statistik). (2024). Statistik kopi Indonesia 2023. Badan Pusat Statistik. Accessed on 20 May 2026 from: https://www.bps.go.id/id/publication/2024/11/29/d748d9bf594118fe112fc51e/statistik-kopi-indonesia-2023.html

Barahona, I., Sanmiguel Jaimes, E.M., & Yang, J.-B. (2020). Sensory attributes of coffee beverages and their relation to price and package information: A case study of Colombian customers’ preferences. Food Science & Nutrition, 8(2), 1173–1186. https://doi.org/10.1002/fsn3.1404

Bertrand, B., Boulanger, R., Dussert, S., Ribeyre, F., Berthiot, L., Descroix, F., & Joët, T. (2012). Climatic factors directly impact the volatile organic compound fingerprint in green Arabica coffee bean as well as coffee beverage quality. Food Chemistry, 135(4), 2575–2583. https://doi.org/10.1016/j.foodchem.2012.06.060

Bi, K., Qiu, T., & Huang, Y. (2020). A deep learning method for yogurt preferences prediction using sensory attributes. Processes, 8(5), 518. https://doi.org/10.3390/pr8050518

da Silva, W.B., Santos, W.W.V., dos Santos Silva, M.E., & da Silva, S.P. (2025). Evaluation of trends and future prospects in the use of the descriptive check-all-that-apply method. Food Science and Biotechnology, 34, 2673–2683. https://doi.org/10.1007/s10068-025-01818-x

Drake, M.A., Watson, M.E., & Liu, Y. (2023). Sensory analysis and consumer preference: Best practices. Annual Review of Food Science and Technology, 14, 427–448. https://doi.org/10.1146/annurev-food-060721-023619

Fauji, M. (2023). Kopi Liong: Kopi khas dari Bogor. Tred Media. https://www.tredmedia.com/ragam/8238179565/kopi-liong-kopi-khas-dari-bogor

Frank, O., Zehentbauer, G., & Hofmann, T. (2006). Bioresponse-guided decomposition of roast coffee beverage and identification of key bitter taste compounds. European Food Research and Technology, 222, 492–508. https://doi.org/10.1007/s00217-005-0143-6

Geffroy, O., Maza, E., Lytra, G., & Chervin, C. (2024). ‘Liking then CATA’ or ‘CATA then liking’? Impact of the hedonic question positioning on the wine sensory description and appreciation. OENO One, 58(3). https://doi.org/10.20870/oeno-one.2024.58.3.8165

Geng, Y. (2024). Mechanism and examples of Maillard reaction. International Journal of Food Science and Agriculture, 8(1), 54–58. http://dx.doi.org/10.26855/ijfsa.2024.03.008

Gunawan, M.I.F., Fayyadh, Z.N., Ilahi, S.R., & Rukhiat, A.I. (2024). Sensory evaluation test of ready to drink coffee product using CATA (check all that apply) profiling. Journal of Food and Agricultural Science for Lowland and Coastal Area, 1(1), 16–20. https://jfas.upnjatim.ac.id/index.php/jfas/article/view/4

Hunaefi, D., & Farhan, Z.M. (2021). Karakterisasi sensori cheese tea dengan metode check all that apply (CATA), emotional sensory mapping (ESM), dan ideal profile method (IPM). Jurnal Mutu Pangan: Indonesian Journal of Food Quality, 8(1), 1–9. https://doi.org/10.29244/jmpi.2021.8.1.1

Hunaefi, D., & Marusiva, W. (2022). Sensory profile of 3 in 1 instant coffee using emotional-sensory mapping, flash profile, and cata (check-all-that-apply) methods. Jurnal Teknologi Dan Industri Pangan, 32(2), 169-180. https://doi.org/10.6066/jtip.2021.32.2.169

International Coffee Organization. (2023). Coffee Report and Outlook (December 2023). International Coffee Organization.

Kim, M.K., Greve, P., & Lee, Y. (2016). Identification of drivers of liking for bar-type snacks based on individual consumer preference. Journal of Food Science, 81(1), S174–S181. https://doi.org/10.1111/1750-3841.13154

Kim, D., Kwak, H., Lim, M., & Lee, Y. (2023). Comparison of check-all-that-apply (CATA), rate-all-that-apply (RATA), flash profile, free listing, and conventional descriptive analysis for the sensory profiling of sweet pumpkin porridge. Foods, 12(19), 3556. https://doi.org/10.3390/foods12193556

Kıvançlı, J., & Elmacı, Y. (2016). Characterization of Turkish-style boiled coffee aroma by gas chromatography and mass spectrometry and descriptive analysis techniques. International Journal of Food Properties, 19(8), 1671–1686. https://doi.org/10.1080/10942912.2015.1080726

Kurniawan, M.F., Indrastuti, N.A., & Kurnianingrum, A. (2024). Analisis profil sensori teh buah aneka rasa dengan metode CATA (check-all-that-apply). Agrointek, 18(2), 256-264. https://doi.org/10.21107/agrointek.v18i2.17908

Kurniawan, M.F., Lola, A., & Hapsari, D.R. (2024). Karakteristik sensori produk kopi 2 in 1 komersial menggunakan metode check-all-that-apply (CATA). Jurnal Agroindustri Halal, 10(1), 57–68. https://doi.org/10.30997/jah.v10i1.9962

Lawless, H.T., & Heymann, H. (2010). Sensory Evaluation of Food: Principles and Practices (2nd ed.). Springer. https://doi.org/10.1007/978-1-4419-6488-5

Liu, J., Wan, P., Xie, C., & Chen, D.-W. (2024). Brown sugar aroma: Key aroma-active compounds, formation mechanisms and influencing factors during processing. Journal of Food Composition and Analysis, 128, 106076. https://doi.org/10.1016/j.jfca.2024.106076

Mahmud, M.M.C., Shellie, R.A., & Keast, R. (2020). Unravelling the relationship between aroma compounds and consumer acceptance: Coffee as an example. Comprehensive Reviews in Food Science and Food Safety, 19(5), 2380–2420. https://doi.org/10.1111/1541-4337.12595

Mardhatilah, D., & Faizah, K. (2025). Chemical and sensory characteristics of Arabica coffee due to variations in processing methods and fermentation time. Jurnal Teknik Pertanian Lampung, 14(4), 1313–1324. https://doi.org/10.23960/jtepl.v14i4. 1313-1324

Mattjik, A.A., & Sumertajaya, I.M. (2011). Sidik Peubah Ganda Dengan Menggunakan SAS. IPB Press, Bogor.

Meilgaard, M.C., Civille, G.V., & Carr, B.T. (2007). Sensory Evaluation Techniques (4th ed.). CRC Press.

Meyners, M., Castura, J.C., & Carr, B.T. (2013). Existing and new approaches for the analysis of CATA data. Food Quality and Preference, 30(2), 309–319. https://doi.org/10.1016/j.foodqual.2013.06.010

Nurazizah, I., Nur’utami, D.A., & Aminullah. (2021). Application of check-all-that-apply (CATA) in sensory profile assessment of arabica dark roast and black pepper mixed coffee. Future of Food: Journal on Food, Agriculture & Society, 9(4), 1-12. https://doi.org/10.17170/kobra-202110144893

Pamungkas, M.T., Masrukan, M., & Kuntjahjawati, S.A.R. (2021). Pengaruh suhu dan lama penyangraian (roasting) terhadap sifat fisik dan kimia pada seduhan kopi arabika (Coffea arabica L.) dari Kabupaten Gayo, Provinsi Aceh. Agrotech: Jurnal Ilmiah Teknologi Pertanian, 3(2), 1-10. https://doi.org/10.37631/agrotech.v3i2.278

Partelli, F.L., Partelli, O., Partelli, A.S., Borém, F.M., & Taveira, J.H.da S. (2014). Qualidade do café conilon, seco em terreiro de estufa com beneficiamento antecipado. Semina: Ciências Agrárias, 35(5), 2367–2372. https://doi.org/10.5433/1679-0359.2014v35n5p2367

Portillo, O.R., & Arévalo, A.C. (2022). Coffee’s melanoidins: A critical review of contemporary scientific literature. Revista Bionatura, 7(3), 4. http://dx.doi.org/10.21931/RB/2022.07.03.4

Rune, C.J.B., Giacalone, D., Steen, I., Duelund, L., Münchow, M., & Clausen, M.P. (2024). Acids in brewed coffee: Chemical composition and sensory threshold. Science Talks, 10, 100348. https://doi.org/10.1016/j.sctalk.2024.100348

Saputri, M., Lioe, H.N., & Wijaya, C.H. (2020). Pemetaan karakteristik kimia biji kopi Arabika Gayo dan Robusta Gayo. Jurnal Teknologi dan Industri Pangan, 31(1), 76–85. https://doi.org/10.6066/jtip.2020.31.1.76

Selvaraj, P., Sanjeevirayar, A., & Shanmugam, A. (2023). Application of principal component analysis as properties and sensory assessment tool for legume milk chocolates. American Journal of Computational Mathematics, 13(1), 136-152. https://doi.org/10.4236/ajcm.2023.131006

SCAA (Specialty Coffee Association of America). (2015). SCAA Protocols: Cupping Specialty Coffee.

Sunarharum, W.B., Fibrianto, K., Yuwono, S.S., & Nur, M. (2019). Sains Kopi Indonesia. UB Press.

Teran, E. (2024). Enhancement of coffee quality attributes by combining processing methods and varieties. Beverages, 10(1), 10. https://doi.org/10.3390/beverages10010010

Uy-uyon, D.B., Pinyuhan, C.D., Mad-ang, R.A., Buyaco, A.K.D., Abello, D.G.P., & Malinao, C.W.M. (2025). From tradition to trend: Development, acceptability and marketability of classic heirloom rice-veggie chips. International Journal of Multidisciplinary: Applied Business and Education Research, 6(2), 491–499. https://doi.org/10.11594/ijmaber.06.02.05

Varela, P., & Ares, G. (2012). Sensory profiling, the blurred line between sensory and consumer science: A review of novel methods for product characterization. Food Research International, 48(2), 893–908. https://doi.org/10.1016/j.foodres.2012.06.037

Wang, X., Wang, Y., Hu, G., Hong, D., Guo, T., Li, J., Li, Z., & Qiu, M. (2021). Review on factors affecting coffee volatiles: From seed to cup. Journal of the Science of Food and Agriculture, 102(4), 1341–1352. https://doi.org/10.1002/jsfa.11647

Yang, J.E., & Lee, J. (2020). Consumer perception and liking, and sensory characteristics of blended teas. Food Science and Biotechnology, 29, 63–74. https://doi.org/10.1007/s10068-019-00643-3

Yan, J., & Tong, H. (2022). An overview of bitter compounds in foodstuffs: Classifications, evaluation methods for sensory contribution, separation and identification techniques, and mechanism of bitter taste transduction. Comprehensive Reviews in Food Science and Food Safety, 22(1), 187–232. https://doi.org/10.1111/1541-4337.13067

Yulianti, Y., Adawiyah, D.R., Herawati, D., Indrasti, D., Andarwulan, N. 2024. Identification of antioxidant and flavour marker compounds in Kalosi-Enrekang Arabica brewed coffee processed using different postharvest treatment methods. Journal of Food Science & Technology,l 61, 1165–1179. https://doi.org/10.1007/s13197-024-05948-8

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Published
2026-06-29
How to Cite
Kurniawan, M. F., Rahmah, S. N., & Lestari, T. A. (2026). Sensory Profiling and Consumer Preference of Local Bogor Coffee Brands Using CATA (Check-All-That-Apply) Method. Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering), 15(3), 930–941. https://doi.org/10.23960/jtepl.v15i3.930-941