Exploring the time dimension in the technology acceptance model with latent growth curve modeling

Kyootai Lee; Aihua Yan; Kailash Joshi

Exploring the time dimension in the technology acceptance model with latent growth curve modeling

Kyootai Lee
, Aihua Yan
, Kailash Joshi

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Abstract

This paper investigates the dynamics of users' beliefs and intention to adopt a new technology during the course of its training. It also identifies the relationships among the dynamic elements over a time continuum. As a research method, we introduce latent growth curve modeling to better analyze the dynamics over a longitudinal time horizon. We provide an outline of the method for a research in progress. In addition, we demonstrate the application of latent growth curve modeling to a secondary data set obtained from Venkatesh et al. (2006). The results indicate that those with a higher level of initial behavioral intention to use are likely to have a higher level of initial use of a technology. In addition, those who have a steeper rate of increase in behavioral intention during the implementation are likely to have a steeper increase in their use of the technology.

Original language	English
Title of host publication	15th Americas Conference on Information Systems 2009, AMCIS 2009
Pages	5577-5586
Volume	8
Publication status	Published - 2009
Externally published	Yes
Event	15th Americas Conference on Information Systems 2009 (AMCIS 2009) - San Francisco, United States Duration: 6 Aug 2009 → 9 Aug 2009 http://aisel.aisnet.org/amcis2009/

Publication series

Name
Volume	8

Conference

Conference	15th Americas Conference on Information Systems 2009 (AMCIS 2009)
Abbreviated title	AMCIS2009
Place	United States
City	San Francisco
Period	6/08/09 → 9/08/09
Internet address	http://aisel.aisnet.org/amcis2009/

Research Keywords

Dynamics of user beliefs and intention
Latent growth curve modeling
Technology acceptance model

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title = "Exploring the time dimension in the technology acceptance model with latent growth curve modeling",

abstract = "This paper investigates the dynamics of users' beliefs and intention to adopt a new technology during the course of its training. It also identifies the relationships among the dynamic elements over a time continuum. As a research method, we introduce latent growth curve modeling to better analyze the dynamics over a longitudinal time horizon. We provide an outline of the method for a research in progress. In addition, we demonstrate the application of latent growth curve modeling to a secondary data set obtained from Venkatesh et al. (2006). The results indicate that those with a higher level of initial behavioral intention to use are likely to have a higher level of initial use of a technology. In addition, those who have a steeper rate of increase in behavioral intention during the implementation are likely to have a steeper increase in their use of the technology.",

keywords = "Dynamics of user beliefs and intention, Latent growth curve modeling, Technology acceptance model",

author = "Kyootai Lee and Aihua Yan and Kailash Joshi",

year = "2009",

language = "English",

isbn = "9781615675814",

volume = "8",

pages = "5577--5586",

booktitle = "15th Americas Conference on Information Systems 2009, AMCIS 2009",

note = "15th Americas Conference on Information Systems 2009 (AMCIS 2009), AMCIS2009 ; Conference date: 06-08-2009 Through 09-08-2009",

url = "http://aisel.aisnet.org/amcis2009/",

}

Exploring the time dimension in the technology acceptance model with latent growth curve modeling. / Lee, Kyootai; Yan, Aihua; Joshi, Kailash.
15th Americas Conference on Information Systems 2009, AMCIS 2009. Vol. 8 2009. p. 5577-5586.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Exploring the time dimension in the technology acceptance model with latent growth curve modeling

AU - Lee, Kyootai

AU - Yan, Aihua

AU - Joshi, Kailash

PY - 2009

Y1 - 2009

N2 - This paper investigates the dynamics of users' beliefs and intention to adopt a new technology during the course of its training. It also identifies the relationships among the dynamic elements over a time continuum. As a research method, we introduce latent growth curve modeling to better analyze the dynamics over a longitudinal time horizon. We provide an outline of the method for a research in progress. In addition, we demonstrate the application of latent growth curve modeling to a secondary data set obtained from Venkatesh et al. (2006). The results indicate that those with a higher level of initial behavioral intention to use are likely to have a higher level of initial use of a technology. In addition, those who have a steeper rate of increase in behavioral intention during the implementation are likely to have a steeper increase in their use of the technology.

AB - This paper investigates the dynamics of users' beliefs and intention to adopt a new technology during the course of its training. It also identifies the relationships among the dynamic elements over a time continuum. As a research method, we introduce latent growth curve modeling to better analyze the dynamics over a longitudinal time horizon. We provide an outline of the method for a research in progress. In addition, we demonstrate the application of latent growth curve modeling to a secondary data set obtained from Venkatesh et al. (2006). The results indicate that those with a higher level of initial behavioral intention to use are likely to have a higher level of initial use of a technology. In addition, those who have a steeper rate of increase in behavioral intention during the implementation are likely to have a steeper increase in their use of the technology.

KW - Dynamics of user beliefs and intention

KW - Latent growth curve modeling

KW - Technology acceptance model

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M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9781615675814

VL - 8

SP - 5577

EP - 5586

BT - 15th Americas Conference on Information Systems 2009, AMCIS 2009

T2 - 15th Americas Conference on Information Systems 2009 (AMCIS 2009)

Y2 - 6 August 2009 through 9 August 2009

ER -

Exploring the time dimension in the technology acceptance model with latent growth curve modeling

Abstract

Publication series

Conference

Research Keywords

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