Rethinking IMF: An Evolutionary Concept Analysis and Redefinition of Indicator Measurement Factor Analysis for Creative-Campus Projects
Abstract
Indicator Measurement Factor Analysis (IMF) is a spreadsheet-based method for running projects that has been used at an Indonesian private university since 2019. Its published description is brief, its name has two readings, and the literature that cites it rarely says what it is. Combining an integrative review with Rodgers' evolutionary concept analysis, this paper examines how IMF has been described and used, derives its defining attributes and proposes a new definition for creative-campus projects. The corpus comprised the two founding texts, a 2019 blog post and a 2020 conference paper; the 46 works citing the paper in OpenAlex, of which the 16 in open-access Pandawan journals were coded for citation function; the documented structure of live IMF spreadsheets; and 38 recent studies on campus management, recognition and the creative economy. None of the coded citing works described, applied or extended IMF, and half omitted the paper's first author. Practice, by contrast, has moved well beyond print, adding countable output targets, task codes, evidence links, countdowns, closing rules and recognition. We define IMF as a low-cost, spreadsheet-native mission-management method in which a team declares a mission on a Viewboard, decomposes it into coded, evidence-linked tasks and measures achievement as verified outputs over declared targets, so that planning, organising, actuating and controlling become one visible, versioned and celebrated cycle. The definition has six dimensions and a bounded achievement measure. We argue that IMF meets three of four criteria for an essential creative-campus tool, and we state five testable propositions for the fourth.
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Cite as: Nicholas Lachlan; Rizky Fredrin Terizla; April Lansonia (2026). Rethinking IMF: An Evolutionary Concept Analysis and Redefinition of Indicator Measurement Factor Analysis for Creative-Campus Projects. CreatiCampus Working Paper Series, Vol. 1, Issue 1. Esquine CreatiResearch Institute. https://creaticampus.esquine.com/papers/rethinking-imf-indicator-measurement-factor-analysis-creative-campus/
References
- U. Rahardja, L. Sulistyo, D. Safarina, M. Rapidan Kusuma, N. Silawati, and Z. Nanle, "HibahQu Education Monitoring Platform Based on Human-Centric Orange Technology Laravel 12 Vue.js," ADI Bisnis Digit. Interdisiplin J., vol. 6, no. 2, pp. 203–218, Dec. 2025, doi: 10.34306/abdi.v6i2.1348
- I. P. Gustiah, N. Lutfiani, M. R. Kusuma, E. P. Lestari, and T. Green, "Grant Submission Monitoring System Based on Orange Technology Using Laravel 12 and Vue.js," J. Orange Technol., vol. 1, no. 2, pp. 75–90, Apr. 2025, doi: 10.68012/jot.v1i2.24
- L. Larisang, S. Sanusi, M. A. Bora, and A. Hamid, "Practicality and Effectiveness of New Technopreneurship Incubator Model in The Digitalization Era," Aptisi Trans. Technopreneurship, vol. 7, no. 2, pp. 318–333, Jul. 2025, doi: 10.34306/att.v7i2.482
- M. H. R. Chakim, U. Rahardja, E. D. Astuti, E. Erika, and C. T. Hua, "The Social Empowerment Role of the Penta Helix Entrepreneurship Ecosystem in Driving the National Economy," ADI Pengabd. Masy. J., vol. 6, no. 1, pp. 1–13, Sep. 2025, doi: 10.34306/adimas.v6i1.1283
- A. Padli, N. Khairunnisa, A. Khanza, D. Andayani, and E. Halim, "Strategi Pengembangan Startup Teknologi di Indonesia Melalui IT Business Incubation: Technology Startup Development Strategy in Indonesia Through IT Business Incubation," J. MENTARI, vol. 3, no. 1, pp. 73–80, Sep. 2024, doi: 10.33050/mentari.v3i1.621
- U. Rahardja, M. Budiarto, K. Lutfiyah, O. F. P. Wahyudi, I. K. H. Azz, N. Azizah, and D. Julianingsih, "Analysis of the Effectiveness of Visual Language and Narrative in Conveying Value Propositions in Pitching Decks," Int. Trans. Artif. Intell., vol. 3, no. 2, pp. 161–170, May 2025, doi: 10.33050/italic.v3i2.807
- L. H. A. P. Prawira, A. F. Ummah, M. R. Aditiya, and D. W. Nugroho, "Knowledge Management: Efforts to Create an Excellent Digital Creative Industry," Startupreneur Bus. Digit., vol. 2, no. 2, pp. 172–181, Oct. 2023, doi: 10.33050/sabda.v2i2.365
- R. D. Hadiwidjaja, A. I. Suroso, H. Siregar, and I. Sailah, "Performance Paradigm: Entrepreneurial Good University Governance Mediating Leadership Style in State Universities," Aptisi Trans. Technopreneurship, vol. 6, no. 3, pp. 492–508, Nov. 2024, doi: 10.34306/att.v6i3.453
- Jaan, I. Maria, and Mia, "Unlocking Success: Human Resource Management for Startupreneur," Startupreneur Bus. Digit., vol. 3, no. 1, pp. 89–97, Apr. 2024, doi: 10.33050/sabda.v3i1.505
- B. Callula, E. Sana, G. Jacqueline, J. Nathalie, and L. Maria, "A Structural Framework for Effective Time Management in Dynamic Work Environments," Aptisi Trans. Manage., vol. 8, no. 2, pp. 152–159, May 2024, doi: 10.33050/atm.v8i2.2256
- C. Lukita, A. W. Abdul Rahman, I. N. Hikam, and U. Rahardja, "Integrating Strategic Management with SDG 10 for Sustainable Development and Equity," Aptisi Trans. Technopreneurship, vol. 7, no. 2, pp. 638–649, Jul. 2025, doi: 10.34306/att.v7i2.507
- N. Lutfiani, U. Rahardja, and K. T. Khasanah, "The Development Viewboard As an Information Media at Official Site Asosiation," Aptisi Trans. Manage., vol. 6, no. 1, pp. 10–18, Jan. 2022, doi: 10.33050/atm.v6i1.1529
- A. Dudhat, N. P. Lestari Santoso, Henderi, S. Santoso, and R. Setiawati, "Blockchain in Indonesia University: A Design Viewboard of Digital Technology Education," Aptisi Trans. Technopreneurship, vol. 3, no. 1, pp. 68–80, Mar. 2021, doi: 10.34306/att.v3i1.146
- P. Hendriyati, F. Agustin, U. Rahardja, and T. Ramadhan, "Management Information Systems on Integrated Student and Lecturer Data," Aptisi Trans. Manage., vol. 6, no. 1, pp. 1–9, Jan. 2022, doi: 10.33050/atm.v6i1.1527
- F. Rahardja, L. K. Choi, R. C. Wijaya, and R. A. Sunarjo, "Gamification in Digital Startups: Enhancing User Engagement and Business Growth," Startupreneur Bus. Digit., vol. 4, no. 1, pp. 1–11, Apr. 2025, doi: 10.33050/sabda.v4i1.639
- P. Rachmadi, R. Situmorang, M. Sukardjo, R. E. Indrajit, and E. Gautama, "Enhancing Entrepreneurial Competencies and Student Engagement through Gamification in Learning Management Systems," Aptisi Trans. Technopreneurship, vol. 7, no. 2, Jul. 2025, doi: 10.34306/att.v7i2.589
- D. Wuisan, J. W. Manurung, C. Wantah, and M. E. Yuliana, "Entrepreneurial Self-Employment and Work Engagement in MSMEs Through Autonomy and Rewards," Aptisi Trans. Technopreneurship, vol. 7, no. 1, Mar. 2025, doi: 10.34306/att.v7i1.448
- H. Hamdan, U. Rahardja, M. Muhtarom, and A. Valerry, "Transforming Education Management with Orange Servant Leadership and Happiness Practices," Aptisi Trans. Technopreneurship, vol. 8, no. 2, pp. 741–753, Jul. 2026, doi: 10.34306/att.v8i2.938
- S. Wibowo, I. A. Widjaya, J. Zanubiya, R. Evans, and U. Rahardja, "Orange Technology for Humanistic Innovation in Higher Education," J. MENTARI, vol. 4, no. 2, pp. 105–115, Mar. 2026, doi: 10.33050/mentari.v4i2.899
- N. P. L. Santoso, R. A. Sunarjo, and I. S. Fadli, "Analyzing the Factors Influencing the Success of Business Incubation Programs: A SmartPLS Approach," ADI J. Recent Innov., vol. 5, no. 1, pp. 60–71, Sep. 2023, doi: 10.34306/ajri.v5i1.985
- A. Sutarman, U. Rahardja, F. Putri Oganda, S. Millah, and N. Nur Azizah, "The Role of Information Technology in Empowering the Creative Economy for Sustainable Tourism," Aptisi Trans. Technopreneurship, vol. 5, no. 2, pp. 175–185, Aug. 2023, doi: 10.34306/att.v5i2sp.352
- T. Suminar, J. Sutarto, Y. Siswanto, and A. D. Cahyani, "Creating a Technopreneurship-Based Life Skills Education Model with Methods of Project-Based Learning," Aptisi Trans. Technopreneurship, vol. 7, no. 2, pp. 567–581, Jul. 2025, doi: 10.34306/att.v7i2.576
- S. Yunita, A. Gandamana, W. Lubis, F. Rachman, and S. Bali, "Innovative Learning Strategies by Embedding Design Thinking-based Project Learning in Textbooks for Edupreneurial Impact," Aptisi Trans. Technopreneurship, vol. 7, no. 2, Jul. 2025, doi: 10.34306/att.v7i2.539
- K. Moyo, S. D. W. Prajanti, M. Muhtarom, and F. Adzim, "Evaluating the Impact of Interdisciplinary Learning Factory Models on Innovation Skills Using Statistical Analysis," Int. Trans. Educ. Technol., vol. 4, no. 2, pp. 100–115, May 2026, doi: 10.33050/itee.v4i2.1081
- J. Juanda, R. J. Riansyah, A. Arsadi, and L. Bethany, "Towards Entrepreneurial Campus Sustainability: Integrating Artificial Intelligence for Resource Allocation in Business Management," Aptisi Trans. Technopreneurship, vol. 6, no. 3, pp. 314–323, Nov. 2024, doi: 10.34306/att.v6i3.410
- B. Rawat and D. Maulidditya, "Entrepreneurship in Information Technology as a Method for Improving Student Creativity in the Digital Economy," IAIC Trans. Sustain. Digit. Innov., vol. 4, no. 1, pp. 32–37, Oct. 2022, doi: 10.34306/itsdi.v4i1.568
- Y. Shino, C. Lukita, K. B. Rii, and E. Ayu Nabila, "The Emergence of Fintech in Higher Education Curriculum," Startupreneur Bus. Digit., vol. 1, no. 1, pp. 10–18, Apr. 2022, doi: 10.33050/sabda.v1i1.71
- Y. Wulansari, N. S. Arasid, and O. Qurotulain, "The Role of Digital Platforms in Shaping Entrepreneurial Innovation Ecosystems," ADI Bisnis Digit. Interdisiplin J., vol. 7, no. 1, pp. 48–57, Jun. 2026, doi: 10.34306/19amev85
- S. Wijono, U. Rahardja, H. D. Purnomo, N. Lutfiani, and N. A. Yusuf, "Leveraging Machine Learning Models to Enhance Startup Collaboration and Drive Technopreneurship," Aptisi Trans. Technopreneurship, vol. 6, no. 3, Nov. 2024, doi: 10.34306/att.v6i3.462
- I. K. Mertayasa, U. Rahardja, M. Hardini, and E. P. Harahap, "Interior Design Alphabet Incubator 3.0 Based on Planner 5D," Technomedia J., vol. 8, no. 1, pp. 82–108, May 2023, doi: 10.33050/tmj.v8i1.1982
- R. Ginting Munthe, Q. Aini, N. Lutfiani, I. Van Persie, and A. Ramadhan, "Transforming Scientific Publication Management in the Era of Disruption: SmartPLS Approach in Innovation and Efficiency Analysis," Aptisi Trans. Manage., vol. 8, no. 2, pp. 123–130, May 2024, doi: 10.33050/atm.v8i2.2261
- G. A. Pangilinan, A. Tambunan, and E. D. Astuti, "Tokopedia E-Commerce is Being Used to Present Opportunities for Young Business Owners to Succeed in the Digital Economy Amid the Pandemic," Startupreneur Bus. Digit., vol. 2, no. 2, pp. 182–191, Oct. 2023, doi: 10.33050/sabda.v2i2.284
- S. Purnama, H. Baedowi, and Y. J. Putrasetia, "Creative Industry Development Strategy for Home Culinary Businesses," Startupreneur Bus. Digit., vol. 2, no. 2, pp. 126–135, Oct. 2023, doi: 10.33050/sabda.v2i2.302
- A. Gunawan, W. Hasyim, M. Putih, T. W. Wirjawan, I. A. Gopar, and S. Stephanie, "A Comprehensive Bibliometric Study of Digital Leadership Influence on Technopreneurial Success," Aptisi Trans. Technopreneurship, vol. 7, no. 2, pp. 492–502, Jul. 2025, doi: 10.34306/att.v7i2.498
- R. Nuraeni, E. A. Natalia, S. V. Sihotang, Q. Aini, and U. Rahardja, "The Influence of Collaborative Methods in English Language Learning on Student Empathy and Tolerance: Pengaruh Metode Kolaboratif Pembelajaran Bahasa Inggris pada Empati dan Toleransi Mahasiswa," J. MENTARI, vol. 4, no. 1, pp. 01–10, Sep. 2025, doi: 10.33050/mentari.v4i1.787
- S. Saibaba, "Profiling Critical Thinking and AI Attitudes in Management Education Using a Factor-Cluster Approach for the Digital Business Era," Aptisi Trans. Technopreneurship, vol. 8, no. 2, pp. 493–507, Jul. 2026, doi: 10.34306/att.v8i2.593
- C. Lukita, A. K. Chandra, R. Fahrudin, N. M. Agatha, and D. P. Suci, "Maturity Level Measurement Model of MSMEs for Sustainable Economic Growth," Aptisi Trans. Technopreneurship, vol. 8, no. 2, pp. 434–442, Jul. 2026, doi: 10.34306/att.v8i2.781
- M. R. Aulia, Z. Lubis, I. Effendi, and Junaidi, "Leveraging Quality Management and Partnership Programs for Technopreneurial Success: Exploring their Impact on MSME Performance," Aptisi Trans. Technopreneurship, vol. 5, no. 2, pp. 157–168, Jul. 2023, doi: 10.34306/att.v5i2.303