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Journal : Data : Journal of Information Systems and Management

The Role of Systemic Enablers in Integrating Knowledge Management for Innovation Firmansyah, Boy
Data : Journal of Information Systems and Management Vol. 2 No. 1 (2024): January 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i1.717

Abstract

This narrative review explores the critical intersection between Knowledge Management (KM) practices and organizational innovation. As innovation becomes a key determinant of competitive advantage in the digital economy, organizations increasingly rely on KM strategies to harness collective expertise and accelerate problem-solving. The study synthesizes peer-reviewed literature drawn from Scopus, Web of Science, and Google Scholar using targeted keywords and Boolean combinations related to KM, innovation, and organizational learning. Inclusion criteria focused on empirical and theoretical studies that directly connect KM practices with innovation outcomes across diverse sectors and geographical settings. The results reveal that communities of practice, digital knowledge platforms, and strategic alignment of KM are primary drivers of innovation. Factors such as organizational culture, leadership style, and structural flexibility significantly mediate KM effectiveness. Cross-national comparisons highlight disparities in KM integration, with institutions in technologically advanced economies showing higher maturity levels. Challenges identified include resistance to change, underdeveloped digital infrastructure, and compartmentalized organizational silos. The discussion emphasizes policy and institutional strategies to overcome systemic constraints, including fostering leadership in KM and embedding KM within cross-functional collaboration initiatives. This review underscores the strategic importance of KM in enabling sustainable innovation and recommends future research on context-specific implementation and long-term impact. It calls for broader geographic representation and multi-sectoral analysis to develop more inclusive KM frameworks responsive to global innovation demands.
Improving Organizational Resilience to Phishing: A Cluster Randomized Field Experiment with Embedded Microlearning Rusmawati, Retno Danu; Diantoro, Karno; Firmansyah, Boy
Data : Journal of Information Systems and Management Vol. 3 No. 1 (2025): January 2025
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v3i1.948

Abstract

Phishing remains one of the most prevalent cybersecurity threats worldwide, with a growing focus on human error as a primary attack vector. This study investigates whether structured security awareness training featuring embedded microlearning, periodic reinforcement, and difficulty calibrated phishing simulations can reduce susceptibility to phishing and improve organizational resilience. Using a cluster randomized field experiment design, the intervention was implemented across multiple business units. Participants received an initial training module (30–60 minutes), followed by booster sessions every 3–4 months. Simulated phishing emails, rated for difficulty via the NIST Phish Scale, were distributed to measure failure, reporting, and credential submission rates. Resilience factor, defined as reporting rate divided by failure rate, was introduced as a composite behavior metric. Statistical analyses included GLMMs for repeated binary outcomes and survival models for latency behaviors. The training significantly lowered failure rates (from 11.2% to 7.5%), doubled reporting rates (14% to 28%), and increased resilience (1.2 to 3.7). Time to report metrics suggested faster user response, while stratified analysis showed greater gains among newer and non technical employees. Real world phishing incident rates declined post intervention, correlating with training engagement. These results validate the long term impact of calibrated and behavior driven awareness programs. In conclusion, this study offers a scalable, ethical, and statistically grounded approach to phishing risk mitigation. Emphasizing performance metrics such as resilience factor, it supports the integration of adaptive training strategies into broader cybersecurity frameworks.
Co-Authors Achmad Fauzi Akbar, Astried Silvani Akmal Bagus Ramadhan Al Farid, Muhammad Iswari Amanda Arista Andhika Riski Sabian Andri Priawijaya Nur Angelia, Filda Ardhianto, Erdiek Ardi Kurniawan Ardianto, Erdhiek ARI KURNIAWAN Ari Kurniawan Arista, Amanda Aryanti Kristantini, Rr. Asep Mulyana Wihandar Asep Mulyana Wihandar Astried Silvani Akbar Astried Silvanie Astried Silvanie Astried Silvanie Ayanti Kristantini, Rr B Harjo Baskoro Bagas Kurniawan Bahaudin Syah, Muhammad Ilyas Baskoro , Harjo Baskoro, Benecditus Harjo cahya, waskita Dade Maulana Machdum Daffa Ramadhani Dany Rayhan Devi Puspita Sari, Devi Puspita Dian Gustina, Dian Diantoro, Karno Dicky Hidayat Dimas Putra Dimas Dimas, Dimas Putra Dini Amalia Dini Amalia, Dini Dwi Saputra, Muhammad Farhan Dwi Sidik Permana Dwi Sidik Permana Dwi Sidik Permana Erdiek Ardhianto Erdiek Ardhianto Evianti , Natalia Fauzan, Septian Febriansyah, Muhammad Filda Angelia Filda Angellia Ghanistantiono Dwi Gumilar, Muhammad Diyo Hafidz Akhdan Reynaldi Hafizah Rifiyanti Hidayat, Syamsu Hilman Jihadi Hilman Jihadi, Hilman Iswahyu Pranawukir Jaya , Rahmat Jaya, Rahmat Jayanto, Richard Jeremy Novaldo Parera Jihadi , Hilman Jonathan, Michael Karepesina, Rubia Karno Diantoro Kurnia, Sri Kurniawan, Bagas Machfuudztry, Sabrina Muhammad Diyo Gumilar Muhammad Farhan Dwi Saputra Muhammad Ilyas Bahaudin Syah Muhammad Iswari Al Farid Muhammad Zulfikar Mulyana Wihandar , Asep Nancylia, Merry Natalia Evianti Natalia Evianti Nur Ismawati, Nur Nur, Andri Priawijaya Nuraini Purwandari Nuraini S Nursina Nursina, Nursina Parera, Jeremy Novaldo Permana, Dwi Sidik Pramestari, Diah Prasetya, Yuli Prita Vernanda Virly PURWANTI PURWANTI Rachman, Zacky Fatur Rahmat Jaya Ramadhan, Rian Nanda Ramadhani, Daffa Rayhan, Dany Reynaldi, Hafidz Akhdan Rian Nanda Ramadhan Richard Jayanto Rifiyanti, Hafizah Rino Subekti RR Aryanti Kristantini RR. Aryanti Kristantini RR. Aryanti Kristantini Rusmawati, Retno Danu Ruswiati Suryasaputra S, Nuraini Sabrina Machfuudztry Sakti, Essy Malays Sari Salsabilla, Lusiyana Septian Fauzan Sidik Permana , Dwi Sri Kurnia Steven Rahmat, Mars Syamsu Hidayat Taruna Nasution, Taruna Virly, Prita Vernanda Wagiyati P, Susi Waskita Cahya Waskita Cahya Wihandar, Asep Mulyana Yunita Sari Zacky Fatur Rachman