SENTIMENT IN THE STACKS: ANALYZING GOODREADS REVIEWS OF ‘WHAT YOU ARE LOOKING FOR IS IN THE LIBRARY’

Authors

  • Mohammad Ricky Ramadhan Rasyid Universitas Halu Oleo
  • Hera Pebrianti

DOI:

https://doi.org/10.52423/jlpi.v5i2.76

Keywords:

book reviews, fiction, library perception, reader response, thematic analysis

Abstract

This study investigates how Indonesian readers perceive the novel “What You Are Looking for Is in the Library”  by analyzing 41 Indonesian-language reviews on Goodreads. Employing a mixed-methods approach, it combines quantitative sentiment analysis using BoardFlare and qualitative thematic coding to uncover dominant sentiments and key interpretive themes such as Moral, Emotion, Structure, Library, and Purpose. The findings reveal predominantly positive responses, with readers appreciating the novel’s moral depth, emotional resonance, and idealized portrayal of libraries as spaces of healing and self-discovery. Many reviewers expressed renewed appreciation for libraries, viewing them not only as information centers but also as sanctuaries for personal growth. Despite a small number of critical reviews focusing on narrative structure or emotional impact, most readers acknowledged the novel’s ability to inspire introspection and foster emotional engagement with literature. The results suggest that fictional narratives can significantly influence public perceptions of libraries and reading practices, offering insights for librarians seeking to promote literacy and community engagement through literature-based initiatives.

References

Adams, L. (2025). The Library as a Third Place: A Reverie. London: Self-published.

Afdholy, N., Manuaba, I. B., Hun, K. Y., Bramantio, & Setijowati, A. (2024). The Evolution of Literature’s Role in Mental Therapy: A Reflection on Human Development. Human Evolution, 39(3), 185-198. doi:https://doi.org/10.14673/HE2024341139

Alemdar, M., & Anılan, H. (2020). The Development and Validation of the Emotional Literacy Skills Scale. International Journal of Contemporary Educational Research, 7(2), 258-270. doi:https://doi.org/10.33200/ijcer.757853

Aoyama, M. (2023). What You Are Looking For Is in the Library. London: Penguin Random House.

Bilianos, D., & Mikros, G. K. (2022). Sentiment analysis in cross-linguistic context: How can machine translation influence sentiment classification? Digital Scholarship in the Humanities, 38(1), 1-11. doi:http://dx.doi.org/10.1093/llc/fqac053

Braun, V., & Clarke, V. (2021). Thematic Analysis: A Practical Guide. Los Angeles: SAGE Publications Ltd.

Chartier, R. (1993). Libraries without Walls. Representations No.42, 38-52. doi:https://doi.org/10.2307/2928617

Dubourg, E., & Baumard, N. (2022). Why and How Did Narrative Fictions Evolve? Fictions as Entertainment Technologies. Frontiers in Psychology, 13, 1-13. doi:https://doi.org/10.3389/fpsyg.2022.786770

Garnar, M., & Tonyan, J. (2021). Library as place: Understanding contradicting user expectations. The Journal of Academic Librarianship, 47(5), 1-10. doi:https://doi.org/10.1016/j.acalib.2021.102391

Given, L. M., Case, D. O., & Willson, R. (2023). Looking for Information: Examining Research on How People Engage with Information (Studies in Information) (5th ed.). Leeds: Emerald Publishing Limited.

Hajibayova, L. (2019). Investigation of Goodreads’ reviews: Kakutanied, deceived or simply honest? Journal of Documentation, 75(2), 1-17. doi:http://dx.doi.org/10.1108/JD-07-2018-0104

Harlina, A. R., Ramadina, N. I., & Hartati, R. (2024). A Critical Investigation of Reader Response in “Howl’s Moving Castle” : A Study of Goodreads Reviews. Fonologi Jurnal Ilmuan Bahasa dan Sastra Inggris, 2(4), 258-270. doi:http://dx.doi.org/10.61132/fonologi.v2i4.1236

Rasyid, M. R., & Nugraha, S. (2024). Buku dan Obsesi: Sebuah Analisis New Historicism pada 'The Man Who Loved Books Too Much'. Cakrawala Listra: Jurnal Kajian Sastra, Bahasa, Dan Budaya Indonesia, 7(1), 1-14. doi:https://doi.org/10.33772/cakrawalalistra.v7i1.2721

Steiner, C. (2001). Achieving Emotional Literacy. London: Bloomsbury Pub Ltd.

Wang, K., Liu, X., & Han, Y. (2019). Exploring Goodreads reviews for book impact assessment. Journal of Informetrics, 13(3), 874-886. doi:http://dx.doi.org/10.1016/j.joi.2019.07.003

Zhang, X., Zang, L., Bai, W., & Liu, H. (2024). Big data analysis and application of library information resources. Applied Mathematics and Nonlinear Sciences, 9(1), 1-10. doi:http://dx.doi.org/10.2478/amns-2024-1212

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Published

2025-07-11