Addressing change trajectories and reciprocal relationships: A longitudinal method for information systems research

Y Tao, A Mishra, KE Masyn, M Keil - Communications of the …, 2022 - aisel.aisnet.org
This paper makes a focused methodological contribution to the information systems (IS)
literature by introducing a bivariate dynamic latent difference score model (BDLDSM) to …

Latent growth modeling in IS research: basic tenets, illustration, and practical guidelines

PA Pavlou, E Zheng, B Gu - 2010 - aisel.aisnet.org
Abstract This paper introduces Latent Growth Modeling (LGM) as a feasible method for
analyzing longitudinal data to understand the process of change over time. Given the need …

Using latent growth modeling to understand longitudinal effects in MIS theory: A primer

MA Serva, H Kher, JP Laurenceau - Communications of the …, 2011 - aisel.aisnet.org
The use of structural equation modeling (SEM) has grown dramatically in the field of
management information systems (MIS) in the past twenty years, but SEM's focus has been …

Latent growth modeling for information systems: Theoretical extensions and practical applications

Z Zheng, PA Pavlou, B Gu - Information Systems Research, 2014 - pubsonline.informs.org
This paper presents and extends Latent Growth Modeling (LGM) as a complementary
method for analyzing longitudinal data, modeling the process of change over time, testing …

Changing the way we study change: Advocating longitudinal research in MIS

HV Kher, MA Serva - ACM SIGMIS Database: the DATABASE for …, 2014 - dl.acm.org
Recently, scholars in various disciplines have called for the use of longitudinal research
designs to test and build theory. Their argument is that key phenomena in virtually every …

Assessing information technology use over time with growth modeling and hierarchical linear modeling: A tutorial

RF Otondo, T Barnett, FW Kellermanns… - … of the Association for …, 2009 - aisel.aisnet.org
Time is an important factor in the use of information technology. However, traditional
information systems research methods cannot adequately account for the dynamic nature of …

Latent growth modeling and latent class analysis

I Qureshi - 2009 - aisel.aisnet.org
Geared towards capturing change, longitudinal research is able to provide insight into a
variety of phenomena of interest to IS researchers, especially IT adoption and use. However …

Draca: Decision support for root cause analysis and change impact analysis for cmdbs

S Nadi, R Holt, I Davis, S Mankovskii - … of the 2009 Conference of the …, 2009 - dl.acm.org
As business services become increasingly dependent on information technology (IT), it also
becomes increasingly important to maximize the decision support for managing IT …

Capturing the dynamics of adoption through Latent Curve Modeling

I Qureshi, Y Wang, D Compeau… - DIGIT 2008 Proceedings, 2008 - aisel.aisnet.org
Geared towards capturing change, longitudinal research is able to provide insight into a
variety of phenomena of interest to IS researchers, especially IT adoption and use. However …

Integration and analysis of diverse healthcare data sources: A novel solution

M Alruwaili, A Alsayat, M Idris, S Alanazi… - Computers in Human …, 2024 - Elsevier
Contemporary healthcare analytics requires informed decision-making through seamless
integration, correlation, and curation of diverse data from sources like clinical trials, research …