已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

A critical look at the use of PLS-SEM in MIS Quarterly

人气 清晰 结构方程建模 稳健性(进化) 计算机科学 实证研究 数据科学 管理科学 心理学 运筹学 认识论 数学 社会心理学 工程类 机器学习 哲学 化学 基因 生物化学
作者
Christian M. Ringle,Marko Sarstedt,Detmar W. Straub
出处
期刊:Social Science Research Network 被引量:674
摘要

Wold’s (1974; 1982) partial least squares structural equation modeling (PLS-SEM) ap-proach and the advanced PLS-SEM algorithms by Lohmoller (Lohmoller 1989) have enjoyed steady popularity as a key multivariate analysis methods in management infor-mation systems (MIS) research (Gefen et al. 2011). Chin’s (1998b) scholarly work and technology acceptance model (TAM) applications (e.g., Gefen and Straub 1997) are milestones that helped to reify PLS-SEM in MIS research. In light of the proliferation of SEM techniques, Gefen et al. (2011), updating Gefen et al. (2000), presented a compre-hensive, organized, and contemporary summary of the minimum reporting requirements for SEM applications. Such guidelines are of crucial importance for advancing research for several reasons. First, researchers wishing to apply findings from prior studies or wanting to contribute to original research must comprehend other researchers’ decisions in order to under-stand the robustness of their findings. Likewise, when studies arrive at significantly different results, the natural course is to attempt explaining the differences in terms of the theory or concept employed, the empirical data used, and how the research method was applied. A lack of clarity on these issues, including the methodological applications, contradicts the goals of such studies (Jackson et al. 2009). Even worse, the misapplication of a technique may result in misinterpretations of empirical outcomes and, hence, false conclusions. Against this background, rigorous research has a long-standing tradition of critically reviewing prior practices of reporting standards and research method use (e.g., Boudreau et al. 2001). While the use of covariance-based SEM (CB-SEM) techniques has been well documented across disciplines (e.g., Medsker et al. 1994; Shook et al. 2004; Steenkamp and Baumgartner 2000), few reviews to date have investigated usage practices specific to PLS-SEM (see, however, Gefen et al. 2000). Previous reviews of such research practices were restricted to strategic management (Hulland 1999) and, more recently, marketing (Hair et al. 2012; Henseler et al. 2009), and accounting (Lee et al. 2011). The question arises as to how authors publishing in top IS journals such as MIS Quarterly have used PLS-SEM thus far, given the SEM recommendations of Gefen et al. (2011). By relating Gefen et al.’s (2011) reporting guidelines to actual practice, we attempt to identify potential problematic areas in PLS-SEM use, problems which may explain some of the criticism of how it has been applied (e.g., Marcoulides et al. 2009; Marcoulides and Saunders 2006). By reviewing previous PLS-SEM research in MIS Quarterly, we can hopefully increase awareness of established reporting standards. The results allow researchers to further improve the already good reporting practices that have been established in MIS Quarterly and other top journals and thus could become blueprints for conducting PLS-SEM analysis in other disciplines such as strategic management and marketing.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
高高发布了新的文献求助10
刚刚
Brian完成签到,获得积分10
刚刚
传奇3应助无辜的代梅采纳,获得10
1秒前
充电宝应助nn采纳,获得10
1秒前
时尚的飞机完成签到,获得积分10
2秒前
3秒前
Owen应助伟大人物采纳,获得10
4秒前
5秒前
家若完成签到,获得积分10
7秒前
洁净晓夏发布了新的文献求助30
7秒前
8秒前
8秒前
喜悦兔子完成签到 ,获得积分10
8秒前
wxd完成签到,获得积分10
8秒前
跳跃的千柳完成签到,获得积分10
9秒前
10秒前
英姑应助端己采纳,获得10
11秒前
Lucas应助小麻花采纳,获得10
12秒前
12秒前
13秒前
赘婿应助高高采纳,获得10
15秒前
洁净晓夏完成签到,获得积分20
15秒前
17秒前
科目三应助科研通管家采纳,获得10
18秒前
18秒前
大模型应助科研通管家采纳,获得10
18秒前
田様应助kdh510采纳,获得10
19秒前
19秒前
23秒前
Promise完成签到 ,获得积分10
23秒前
yingliusd完成签到,获得积分10
23秒前
wxd给wxd的求助进行了留言
23秒前
24秒前
海底两万里应助纯白333采纳,获得10
25秒前
含蓄藏花完成签到,获得积分10
25秒前
27秒前
田様应助单身的溪流采纳,获得10
29秒前
感动尔柳完成签到 ,获得积分10
30秒前
M二以发布了新的文献求助10
30秒前
伟大人物发布了新的文献求助10
31秒前
高分求助中
The late Devonian Standard Conodont Zonation 2000
Nickel superalloy market size, share, growth, trends, and forecast 2023-2030 2000
The Lali Section: An Excellent Reference Section for Upper - Devonian in South China 1500
Smart but Scattered: The Revolutionary Executive Skills Approach to Helping Kids Reach Their Potential (第二版) 1000
Very-high-order BVD Schemes Using β-variable THINC Method 830
Mantiden: Faszinierende Lauerjäger Faszinierende Lauerjäger 800
PraxisRatgeber: Mantiden: Faszinierende Lauerjäger 800
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3248577
求助须知:如何正确求助?哪些是违规求助? 2892044
关于积分的说明 8269473
捐赠科研通 2560089
什么是DOI,文献DOI怎么找? 1388851
科研通“疑难数据库(出版商)”最低求助积分说明 650913
邀请新用户注册赠送积分活动 627798