An Illustration of the Actual Steps in Development and Validation of a Multi-Item Scale for Quantitative Research

This chapter describes in detail the process used to develop and validate a scale that measures servant leadership. The steps covered include construct identification from previous studies, review of previously proposed and developed measures, item selection, survey development, collection of data, scale identification, and evaluation of convergent, discriminant, predictive validity. The chapter provides a hands-on example of the steps required for scale measure development and assessment and includes description of the mechanics involved in completing each step of this process.

[1]  D. Dierendonck,et al.  Servant Leadership: A Review and Synthesis , 2011 .

[2]  J. M. Cortina,et al.  What Is Coefficient Alpha? An Examination of Theory and Applications , 1993 .

[3]  D. Campbell,et al.  Convergent and discriminant validation by the multitrait-multimethod matrix. , 1959, Psychological bulletin.

[4]  Fred O. Walumbwa,et al.  Authentic Leadership: Development and Validation of a Theory-Based Measure† , 2008 .

[5]  M. Strauss,et al.  Construct validity: advances in theory and methodology. , 2009, Annual review of clinical psychology.

[6]  Mihai C. Bocarnea,et al.  Development of the servant leadership assessment instrument , 2005 .

[7]  D. Fields,et al.  Seeking and measuring the essential behaviors of servant leadership , 2015 .

[8]  J. Barbuto,et al.  Scale Development and Construct Clarification of Servant Leadership , 2006 .

[9]  F. Shen Multitrait‐Multimethod Matrix , 2017 .

[10]  Vida Scarpello,et al.  Generalizing the importance of occupational and career views to job satisfaction attitudes , 1992 .

[11]  M. Lindell,et al.  Accounting for common method variance in cross-sectional research designs. , 2001, The Journal of applied psychology.

[12]  W. Schaufeli,et al.  The construct validity of two burnout measures , 1993 .

[13]  Katherine J. Klein,et al.  Predicting followers' preferences for charismatic leadership: the influence of follower values and personality , 2001 .

[14]  Jonathan A. Rhoades,et al.  The empowering leadership questionnaire: the construction and validation of a new scale for measuring leader behaviors , 2000 .

[15]  J. A. Andersen When a servant‐leader comes knocking … , 2009 .

[16]  Michael D. Mumford,et al.  The typical leadership study: Assumptions, implications, and potential remedies , 2007 .

[17]  Marcia J. Simmering,et al.  A Tale of Three Perspectives , 2009 .

[18]  C. Lance,et al.  What Reviewers Should Expect from Authors Regarding Common Method Bias in Organizational Research , 2010 .

[19]  D. Fields,et al.  Exploring Servant Leadership across Cultures: A Study of Followers in Ghana and the USA , 2007 .

[20]  Paul E. Spector Method Variance in Organizational Research , 2006 .

[21]  Marley W. Watkins,et al.  Exploratory Factor Analysis: A Guide to Best Practice , 2018 .

[22]  D. van Dierendonck,et al.  The Servant Leadership Survey: Development and Validation of a Multidimensional Measure , 2010, Journal of business and psychology.

[23]  B. Bass,et al.  Re‐examining the components of transformational and transactional leadership using the Multifactor Leadership , 1999 .

[24]  J. Sarros,et al.  Servant Leadership: Its Origin, Development, and Application in Organizations , 2002 .

[25]  David J. Henderson,et al.  Servant leadership: Development of a multidimensional measure and multi-level assessment ☆ , 2008 .