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Journal : Jurnal Pendidikan MIPA

Confirmatory Factor Analysis of a Scientific Imagination Assessment for the Bohr Atomic Model Ratnasari, Fifin Dewi; Masturi, Masturi; Linuwih, Suharto; Rusilowati, Ani; Susilaningsih, Endang; Yulianti, Dwi
Jurnal Pendidikan MIPA Vol 27, No 2 (2026): Jurnal Pendidikan MIPA
Publisher : FKIP Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jpmipa.v27i2.pp801-820

Abstract

The scientific imagination is not merely a source of daydreaming and creativity; it helps define, build, and apply scientific models, conduct scientific tests, develop scientific theories, and advance scientific knowledge and concepts. The focus of this study was to develop an instrument to evaluate students' scientific imagination as they explore the Bohr atomic model and to validate it through CFA. A research and development methodology was employed, with 101 students enrolled in the physics program at Universitas Negeri Semarang (UNNES) who had previously completed coursework on the Bohr model. The validity of the instrument developed for this purpose was established with confirmatory factor analysis (CFA). Descriptive analysis was conducted to profile physics students' abilities in scientific imagination when analyzing the Bohr atomic model. The findings of this study demonstrated that the scientific imagination assessment had acceptable validity and reliability based on the following parameters: comparative fit index (CFI) of 0.967, Tucker-Lewis index (TLI) of 0.957, root mean square error of approximation (RMSEA) of 0.060, standardized root mean square residual (SRMR) of 0.051, and goodness of fit index (GFI) of greater than 0.978. Scientific imagination can be divided into two dimensions: creative imagination and reproductive imagination. Creative imagination is divided into five sub-dimensions: intuition, sensitivity, productivity, exploration, and novelty. Reproductive imagination is divided into five sub-dimensions: focus, effectiveness, transformation, crystallization, and dialectics. This research successfully developed and validated a Scientific Imagination Assessment (SIA) instrument specifically designed to measure students' scientific imagination in the context of abstract physics, specifically the Bohr atomic model. This instrument employs a structured, essay-based assessment scored on a 5-point Likert scale, enabling it to capture students' cognitive and representational processes in greater depth. Keywords: CFA, scientific imagination assessment, bohr atomic model.
Co-Authors - Jumaeri A.A. Ketut Agung Cahyawan W Achmad Binadja Afriani, Erina Afriantono, Harris Afwah, Apriliani Arifatul Agung Tri Prasetya Agus Wahyudin Agus Yulianto Akhmad Masrukhan Nur Alighiri, Dante Amalina, Nur Dina Ami Korniawati, Ami Aminuyati Amique, Iqnatu Nazila Anggih Alfiantara, Anggih Ani Rusilawati, Ani Ani Rusilowati Anjaya, Perdana Dika Aprilia, Nurkintan Ariyani, Nigita Arum, Annisa Etika Asrizal Wahdan Wilsa Atip Nurwahyunani, Atip Barus, Robi Agape Budi Astuti Budi Susatya, Eko Budiharti, Devy Rida Budiono Budiono Cahya Wulandari Cepi Kurniawan Damayanti, Yosephine Debbie Darmawan, Imam Dewindra, Veronica Ayu Refsi Diyah Fatmasari Djoko Widodo Djuniadi Djuniadi Drastisianti, Apriliana DWI YULIANTI Dyah Fachriyyati, Dyah Edy Cahyono Eko Budi Susatyo Elisa, Dwiba Ersanghono Kusumo, Ersanghono Faisal, Syarif Fardiana, Rina Farhanah, Atikah Alya Farid Rahman Febriani, Wulan Garnis Astriyanti, Garnis Hanifa, Deska Aisyia Hardi Suyitno Harjito - Harjono Harjono Hartono Hartono Herawati, Meilinda Herlina Dewi, Siti I Made Sudana Ida Agustiani, Ida Imam Supardi, Kasmadi Indah Triana Aprillia, Indah Triana Ischan Afsita Varadela, Ischan Afsita Ismi Inayati, Ismi Istria Pijar Rizky, Istria Pijar JAJA, JAJA Joko Saefan Jonathan, Adrovvy Julkifli Julkifli Kartono , Kasmadi Imam Supardi Kasmui -, Kasmui Khasanah, Faizatul khusnul khotimah Laily Noor Izza, Laily Noor Lastri, Lastri Lastri, Lastri Lathif, Yuniar Fahmi Lestari, Etika Ayu Lestari, Fina Ayu Lestari, Rika Ayu Lia, Roudloh Muna Lia Lisdiana Lisdiana Lutfi Amin, Muhammad luthfiyah, ainun Luthfiyah, Firya Manggalastawa Manggalastawa Masturi Masturi Megasari, Nofita Megasari, Nofita Metta Sylviana Dewi, Metta Sylviana Mohammad Alauhdin, Mohammad Mubarak, Syarifatul Muhammad Khumaedi Muna, Khairiatul Murbangun Nuswowati Musyarofah Musyarofah, Musyarofah Muttaqiin, Umar Faruq Nada, Ella Izzatin Nanik Wijayati Nikmah, Mazroatun Nugraha, Arief Juang Nugroho, Imam Husnan Nuni Widiarti Nunung Fika Amalia, Nunung Fika Nur Alawiyah Nur Kusuma Dewi Nur Romdlon Maslahul Adi nurfainzani, pratiwi nurfainzani, pratiwi Nurpadillah, Veni Nurrohmah, Enur Siti Nurul Huda Ervina, Nurul Huda Nuryanto Nuryanto Parahita, Aulia Parahita, Aulia Patmara, Reza Phieraz Probosari, Annisa Prasasti, Hesti Pratiwi, Resi Pratiwiningtyas, Bekti Nanda Putra, Ijtihad Sang Putra, Ngurah Made Darma Putut Marwoto Qodriyah, Rani Lailatul Rachmawati, Rivanna C Rapi, Muhamad Ratnasari, Fifin Dewi Ria Yanna Kharista, Ria Yanna Riyandino, Adyatma Riyanti Riyanti Rizqie Arini, Fitria Zahra Rohmawati, Baiti Rosyada, Amroeni S Mursiti Sa’adah, Zumrotus Sabatinie, Indrie Saiful Ridlo Saptorini Saptorini, Saptorini Saputra, Moch Dwi Irsyad Sari, Fera Emilia Sari, Fera Emilia Sarwi - Sauma, Rizkika Sasi Savitri, Retno Wahyu Selli Renata Sari, Selli Renata Septian, Ifandika Dwi Shinta Nur Baeti, Shinta Nur Sigit Priatmoko Siti Fatimah Siti Nur Suwaibah, Siti Nur Sri Haryani Sri Hayati, Sri Sri Kadarwati Sri Nurhayati Sri Susilogati Sumarti SRI WARDANI Suantara, I Kadek Tony Subiyanto Hadisaputro, Subiyanto Sudarmin Sudarmin Suharto Linuwih Sun’an, Ulin Nuha Supartono - Supriyadi Supriyadi suraji suraji Suwardi, Erman Tira Triscahyaningrum, Tira Tri Prasetya, Agung Triastuti Sulistyaningsih Tuyarni, Tuyarni Ulfa, Saidatul Ulfah, Aini Azkiyatu Uma Fadzilia Arifin, Uma Fadzilia Umam, Qo’idul Wahyuningtyas, Wulan Widhi Mahatmanti Widiyanti, Arnetta Susma Wildana, Maula Najikh Winarto Winarto Winda Puri Reysita Anggry, Winda Puri Reysita Wiwi Isnaeni Wiyanto - Woro Sumarni Yakin, Muh Ikhsanul Yeni Anita Sari YOSEPHINE DEBBIE DAMAYANTI Yudhistira, Yunan Gumara Yudhistira, Yunan Gumara Yulia Rahmawati, Yulia Zainal Abidin Zammi, Muhammad ZUHARA, NAFISA RISMA Zumrotus Sa’adah