4. Data Analysis and Findings
4.2. Multidimensional Scaling Analysis
In Figure 7, the y-axis shows the division between strategic planning and non-planning. Within strategic planning, the right-hand side of the figure, 5 subgroups (three large and two small) can be identified. First subgroup is half of the factor 1 group in quadrant I, which is the Theory and Confirmative Research group. Some papers or books, such as works by Henderson and Venkatraman (1991) [v14], Venkatraman, Henderson and Oldach (1993) [v38], Palmer and Markus (2000) [v26], and Broadbent and Weill (1993) [v02] are included. The second subgroup has the most members of factor 2, the Strategic Planning group in quadrant III. [v38] and [v35]
are covered by the first group. Papers like those of Teo and King (1997) [v35], Venkatraman Henderson and Oldach (1993) [v38], Earl (1989) [v10], and Henderson and Sifonis (1988) [v13], belong to this group. In the right-hand field of groups 1 and 2, the third large subgroup is also the factor 3, the IS and Competitive Advantage factor. Most of factor loadings of the papers in this subgroup load on factor 1 or factor 2 too, so we can see the graph of the third subgroup stretch some area to the first group and the second group. Papers in the third subgroup, like Miles and Snow (1978) [v25], Santhanam and Hartono (2003) [v32], Wiseman (1988) [v39], are also in the second subgroup, while Palmer and Markus (2000) [v26] is also in the first subgroup. The other groups, one is Konsynski’s work (1993) [v22] as the fourth group, and another is Johnston and Vitale’s paper (1988) [v18] as the fifth group. The two groups are not the main factors can explain more than 5% of the variance, they are influenced by factor 1 and 2, and that’s why they both form the groups just with one paper. On the left-hand side, the rest half of factor 1 and the factor 6 are there. Factor 6 consists of papers by Grant (2003) [v11] and Chakravarthy (1987) [v06].
The x-axis in Figure 7 separates two kinds of papers: theoretical papers are above the axis, while applied papers (non-theoretical) are below. Group 1, the Alignment theory and Model
development group, so it is above the axis. Most group 2 papers are applied papers; therefore, they are located below the axis.
Multidimensional scaling analysis can almost explain the outcome of factor analysis totally.
We are sure that the grouping can be explained by factor analysis and multidimensional scaling at the same time, which means the results are double-checked.
Figure 7 Multidimensional Scaling 0
Table 8 Core paper list ith assigned numbers
No. Author
w
Year Topic
v01 Boynton AC, Zm Information Technology Planning in the 1990's: Directions for Practice and Research
ud RW 1987
v02 Broadbent M, Weill P 1993 Improving business and information strategy alignment:
Learning from the banking industry
Clair DS for
strategic alignment
v03 Broadbent M, Weill P, 1999 The implications of information technology infrastructure business process redesign
v04 Brown CV, Magill SL 1994 Alignment of the IS functions with the enterprise: toward a model of antecedents
v05 Burn JM, Szeto C 2000 A comparison on the views of business and IT management on success factors for
v06 Chakravarthy BS 1987 On tailoring a strategic planning system to its context: some empirical evidence
v07 Chan YE 2002 Why haven't we mastered alignment? The importance of the informal organization structure
uff SL, Barclay DW, Copeland
ent.
zational performance v08 Chan YE, HDG 1997 Business strategic orientation, information systems strategic
orientation, and strategic alignm
v09 Croteau AM, Bergeron F 2001 An information technology trilogy: business strategy, technological deployment and organi
v10 Earl MJ 1989 Management strategies for information technology
Strategic planning in a turbulent environment: evidence from
v11 Grant RM 2003
the oil and gas majors v12 Henderson JC
Sifonis JG
Validity, and IS Markets n N
nizational Technology
ology for 1990 Plugging into Strategic Partnerships: The Critical IS
Connection
v13 Henderson JC, 1988 The Value of Strategic IS Planning: Understanding Consistency,
v14 Henderson JC, Venkatrama 1991 Understanding Strategic Alignment Strategic Alignment: A Model for Orga v15 Henderson JC, Venkatraman N 1992
Transformation Through Information
v16 Henderson JC, Venkatraman N 1993 Strategic alignment: Leveraging information techn transforming organizations
v17 Johnston HR, Carrico SR 1988 Developing Capabilities to Use Information Strategically Creating Competitive Advan
v18 Johnston HR, Vitale MR 1988 tage with Interorganizational
rs TM
onse to globalization Information Systems
v19 Karimi J, Gupta YP, Some 1996 Impact of competitive strategy and information technology maturity on firms' resp
v20 Kearns GS, Lederer AL 2000 The effect of strategic alignment on the use of IS-based resources for competitive advantage
v21 King WR 1978 Strategic Planning for Management Information Systems v22 Konsynski BR 1993 Strategic control in the extended enterprise
wis PR, Oldach SH nd
v24 McLean ER, Soden JV 1977 Strategic Planning for MIS
v23 Luftman JN, Le 1993 Transforming the Enterprise: The Alignment of Business a Information Technology Strategies
Table 8 Core pape s
cture, and Process
v26 Palmer JW, Markus esponse and Strategic
Alignment in Specialty Retailing
rs li t with assigned number (cont.)
v25 Miles RE, Snow CC 1978 Organizational Strategy, Stru ML 2000 The Performance Impacts of Quick R
v27 Pyburn PJ 1983 Linking the MIS Plan with Corporate Strategy: An
v28 Reich BH, Benbasat I 1996 siness and information
v29 Reich BH, Benbasat I 2000 ce the social dimension of alignment
v30 Sabherwal R, Chan YE 2001 ness and is strategies: a study of
v31 Sabherwal R, Hirschheim R, Goles T 2001
Exploratory Study
Measuring the linkage between bu technology objectives
Factors that influen
between business and information technology objectives Alignment between busi
prospectors, analyzers, and defenders
The dynamics of alignment: insights from a punctuated equilibrium model
v32 Santhanam R, Hartono E 2003 y capability to firm
Information Systems Planning
on e v36 van der Zee JTM, de Jong B 1999 t enough: integrating business and
Issues in linking information technolog performance
Profiles of Strategic
v33 Segars AH, Grover V 1999
v34 Teo TSH, Ang JSK 1999 Critical success factors in the alignment of IS plans with business plans
v35 Teo TSH, King WR 1997 Integration between business planning and informati systems planning: an evolutionary-contingency perspectiv Alignment is no
information technology management with
v37 Venkatraman N 1989
v38 Oldach
1993 nformation
Strategic Orientation of Business Enterprises: The Construct, Dimensionality, and Measurement
Continuous strategic alignment: exploiting i Venkatraman N, Henderson JC,
S
Wiseman C
technology capabilities for competitive success Strategic Information Systems
v39 1988