INFORMATION QUALITY STRATEGY: AN EMPIRICAL INVESTIGATION OF THE RELATIONSHIP BETWEEN INFORMATION QUALITY IMPROVEMENTS AND ORGANIZATIONAL OUTCOMES

The relationship between information and decision-making is a complex one and has been the subject of extensive research spanning several decades, with roots in nineteenth and early twentieth century economic theories. More recently, researchers have suggested a relationship between the quality of information and the quality of decision-making, with a consequent relationship with organizational strategy; however, there has been very little research in which this relationship was investigated systematically. This research set forth contextual and conceptual models relating information quality to strategy and then provided an empirical investigation of the relationship between information quality and organizational outcomes, with information intensity hypothesized as a moderator of that relationship. Data for this study were collected through a Web-based survey of individuals associated with an industry consortium and were evaluated through a combination of multiple regression analysis, moderated regression analysis, and subgroup analysis. Data analysis revealed evidence that the relationship between the quality of information and organizational outcomes is systematically measurable, in that measurements of information quality can be used to predict organizational outcomes, and that this relationship is, for the most part, positive. An unexpected finding was that different regression models emerge when stakeholder roles in an information system are taken into consideration. Data analysis did not reveal support for the hypothesis that information intensity moderates the relationship between information quality and organizational outcomes.

[1]  Joseph Dorfman,et al.  Institutional Economics , 2023 .

[2]  Recent Contributions of John R. Commons to Economic Thought , 1940 .

[3]  K. Boulding General Systems Theory---The Skeleton of Science , 1956 .

[4]  Richard B. Maffei Simulation, Sensitivity, and Management Decision Rules , 1958 .

[5]  D. F. Morrison,et al.  Multivariate Statistical Methods , 1968 .

[6]  Sidney G. Winter,et al.  Satisficing, Selection, and the Innovating Remnant , 1971 .

[7]  Charles A. Gallagher Perceptions of the Value of a Management Information System , 1974 .

[8]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[9]  Robert J. McEliece,et al.  The Theory of Information and Coding , 1979 .

[10]  J. Nunnally Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .

[11]  P. Green,et al.  Analyzing multivariate data , 1978 .

[12]  John Moriarty,et al.  System Development Quality Control , 1978, MIS Q..

[13]  H. Simon Rational Decision Making in Business Organizations , 1978 .

[14]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[15]  Donald R. Cooper,et al.  Business Research Methods , 1980 .

[16]  Subhash Sharma,et al.  Identification and Analysis of Moderator Variables , 1981 .

[17]  W. Deming Quality, productivity, and competitive position , 1982 .

[18]  Sammy W. Pearson,et al.  Development of a Tool for Measuring and Analyzing Computer User Satisfaction , 1983 .

[19]  B. Wernerfelt,et al.  A Resource-Based View of the Firm , 1984 .

[20]  M. Porter,et al.  How Information Gives You Competitive Advantage , 1985 .

[21]  Donald P. Ballou,et al.  Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems , 1985 .

[22]  W. P. Rogers,et al.  Report of the Presidential Commission on the Space Shuttle Challenger Accident, Volume 1 , 1986 .

[23]  Niv Ahituv,et al.  Assessing Data Reliability in an Information System , 1987, J. Manag. Inf. Syst..

[24]  Ray C. Oman,et al.  Improving data quality , 1988 .

[25]  Joseph Moses Juran Juran on planning for quality , 1988 .

[26]  Jayant V. Saraph,et al.  An Instrument for Measuring the Critical Factors of Quality Management , 1989 .

[27]  M. Porter Towards a dynamic theory of strategy , 1991 .

[28]  J. Barney Firm Resources and Sustained Competitive Advantage , 1991 .

[29]  Izak Benbasat,et al.  Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation , 1991, Inf. Syst. Res..

[30]  Donald T. Campbell,et al.  Citations do not solve problems. , 1992 .

[31]  Peter Weill,et al.  The Relationship Between Investment in Information Technology and Firm Performance: A Study of the Valve Manufacturing Sector , 1992, Inf. Syst. Res..

[32]  Philip B. Crosby Completeness: Quality for the 21st Century , 1992 .

[33]  Ephraim R. McLean,et al.  Information Systems Success: The Quest for the Dependent Variable , 1992, Inf. Syst. Res..

[34]  Howard Thomas,et al.  Theories of the Firm - Implications for Strategy Research , 1994 .

[35]  Francis Xavier Mahoney,et al.  The TQM Trilogy: Using ISO 9000, the Deming Prize, and the Baldrige Award to Establish a System for Total Quality Management , 1994 .

[36]  T. Redman Improve Data Quality for Competitive Advantage , 1995 .

[37]  Veda C. Storey,et al.  A Framework for Analysis of Data Quality Research , 1995, IEEE Trans. Knowl. Data Eng..

[38]  Peter Bøgh Andersen,et al.  Signs of Work: Semiosis and Information Processing in Organisations , 1996 .

[39]  T. Kuhn The structure of scientific revolutions, 3rd ed. , 1996 .

[40]  Diane M. Strong,et al.  Beyond Accuracy: What Data Quality Means to Data Consumers , 1996, J. Manag. Inf. Syst..

[41]  Richard Y. Wang,et al.  Anchoring data quality dimensions in ontological foundations , 1996, CACM.

[42]  R. Stamper Signs, Information, Norms and Systems , 1996 .

[43]  Diane M. Strong,et al.  Data quality in context , 1997, CACM.

[44]  Ingeman Arbnor,et al.  Methodology for Creating Business Knowledge , 1997 .

[45]  William R. King,et al.  Integration between Business Planning and Information Systems Planning: An Evolutionary-Contingency Perspective , 1997, J. Manag. Inf. Syst..

[46]  F. Merrell Peirce, signs, and meaning , 1997 .

[47]  Thomas Redman,et al.  The impact of poor data quality on the typical enterprise , 1998, CACM.

[48]  Richard Y. Wang,et al.  A product perspective on total data quality management , 1998, CACM.

[49]  Richard Y. Wang,et al.  Manage Your Information as a Product , 1998 .

[50]  Anany Levitin,et al.  Data as a Resource: Properties, Implications, and Prescriptions , 1998 .

[51]  Richard Y. Wang,et al.  Modeling Information Manufacturing Systems to Determine Information Product Quality Management Scien , 1998 .

[52]  Ronald H. Coase,et al.  The New Institutional Economics , 1998 .

[53]  A. Lederer,et al.  An Instrument for Assessing the Organizational Benefits of IS Projects , 1998 .

[54]  Donald J. Shemwell,et al.  Measuring Service Quality in Hospitals: Scale Development and Managerial Applications , 1999 .

[55]  Kecheng Liu,et al.  Semiotics in Information Systems Engineering , 2000 .

[56]  M. Porter What is strategy , 2000 .

[57]  Anandhi S. Bharadwaj,et al.  A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation , 2000, MIS Q..

[58]  Richard Y. Wang,et al.  IP-MAP: Representing the Manufacture of an Information Product , 2000, IQ.

[59]  Craig W. Fisher,et al.  Criticality of data quality as exemplified in two disasters , 2001, Inf. Manag..

[60]  E. P. Michael Strategy and the Internet. , 2001 .

[61]  J. Barney Is the Resource-Based “View” a Useful Perspective for Strategic Management Research? Yes , 2001 .

[62]  Fatemeh Zahedi,et al.  The Measurement of Web-Customer Satisfaction: An Expectation and Disconfirmation Approach , 2002, Inf. Syst. Res..

[63]  Diane M. Strong,et al.  Information quality benchmarks: product and service performance , 2002, CACM.

[64]  Yang W. Lee,et al.  Understanding Hidden Interdependencies between Information and Organizational Processes in Practice , 2002, ICIQ.

[65]  Diane M. Strong,et al.  AIMQ: a methodology for information quality assessment , 2002, Inf. Manag..

[66]  Richard Y. Wang,et al.  Data quality assessment , 2002, CACM.

[67]  Lotfollah Najjar,et al.  The impact of information quality and ergonomics on service quality in the banking industry , 2002 .

[68]  Traci Carte,et al.  In Pursuit of Moderation: Nine Common Errors and Their Solutions , 2003, MIS Q..

[69]  Kathy J. Davis,et al.  Adding Value to Agricultural Data: A Golden Opportunity , 2003 .

[70]  Christopher M. Kirchhoff,et al.  Columbia Accident Investigation Board. Volume 4 , 2003 .

[71]  Grover S. Kearns,et al.  A Resource-Based View of Strategic IT Alignment: How Knowledge Sharing Creates Competitive Advantage , 2003, Decis. Sci..

[72]  John Scales Avery,et al.  Information theory and evolution , 2003 .

[73]  Ephraim R. McLean,et al.  The DeLone and McLean Model of Information Systems Success: A Ten-Year Update , 2003, J. Manag. Inf. Syst..

[74]  N. Carr IT doesn't matter , 2003, IEEE Engineering Management Review.

[75]  Traci Campbell,et al.  Using the Data Quality Scorecard as a Negotiation Strategy , 2004, ICIQ.

[76]  Diane M. Strong,et al.  Process-Embedded Data Integrity , 2004, J. Database Manag..

[77]  Kenneth L. Kraemer,et al.  Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value , 2004, MIS Q..

[78]  Diane M. Strong,et al.  Knowing-Why About Data Processes and Data Quality , 2004 .

[79]  Eann A. Patterson,et al.  The Entropy Vector:Connecting Science and Business , 2004 .

[80]  Yang W. Lee,et al.  Developing data production maps: meeting patient discharge data submission requirements , 2004 .

[81]  Tony Norris,et al.  The Development of a Healthcare Data Quality Framework and Strategy , 2004, ICIQ.

[82]  Donna L. Mohr,et al.  Multiple Regression , 2002, Encyclopedia of Autism Spectrum Disorders.

[83]  Yang W. Lee,et al.  Crafting Rules: Context-Reflective Data Quality Problem Solving , 2003, J. Manag. Inf. Syst..

[84]  M. Wade,et al.  Review: the resource-based view and information systems research: review, extension, and suggestions for future research , 2004 .

[85]  Elliot Bendoly,et al.  Business technology complementarities: impacts of the presence and strategic timing of ERP on B2B e-commerce technology efficiencies , 2004 .

[86]  Tom L. Roberts,et al.  Information quality: a conceptual framework and empirical validation , 2004 .

[87]  Elliot Bendoly,et al.  Measuring the impact of organizational constraints on the success of business-to-business e-commerce efforts: a transactional focus , 2004, Inf. Manag..

[88]  H. Melkas Towards holistic management of information within service networks: Safety telephone services for ageing people , 2004 .

[89]  Elizabeth M. Pierce Developing, Implementing and Monitoring an Information Product Quality Strategy , 2004, ICIQ.

[90]  G. Shankaranarayanan,et al.  TOWARDS IMPLEMENTING TOTAL DATA QUALITY MANAGEMENT IN A DATA WAREHOUSE , 2005 .

[91]  Carlo Batini,et al.  Improving government-to-business relationships through data reconciliation and process re-engineering , 2005 .

[92]  Samuel Garrett-Jones Book reviews: The entropy vector: connecting science and business by Robert D Handscombe and Eann A. Patterson, Singapore, World Scientific, 2004 , 2005 .

[93]  Andy Koronios,et al.  A Data Quality Model for Asset Management in Engineering Organisations , 2005, ICIQ.

[94]  Ingrid Lunt,et al.  Real World Research (2nd ed.) by Colin Robson , 2006 .

[95]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[96]  Yu Cai,et al.  Supporting data quality management in decision-making , 2006, Decis. Support Syst..

[97]  J. Barney,et al.  IS THE RESOURCE-BASED " VIEW " A USEFUL PERSPECTIVE FOR STRATEGIC MANAGEMENT RESEARCH ? , 2001 .

[98]  R. Darlington,et al.  Factor Analysis , 2008 .