Relationship orientation in social media: construct, measurement and link to
company performance
A dissertation presented by
Morana Fudurić
Supervised by
Prof. Ivan Snehota, PhD
Prof. Andreina Mandelli, PhD
Submitted to the
Faculty of Communication Sciences
Università della Svizzera italiana
for the degree of
Ph.D. in Communication Sciences
BOARD:
Advisors:
Prof. Ivan Snehota, PhD (Università della Svizzera Italiana)
Prof. Andreina Mandelli, PhD (Università della Svizzera Italiana and SDA Bocconi)
Reviewers:
Prof. Stefania Borghini, PhD (Bocconi University)
Final version
ABSTRACT
Today, companies operate in a dynamic environment, characterized by fast technological
development, vast competition and globalization as well as constant changes in the
market which has led to the growing awareness of the importance of developing long
term, profitable relationships with various stakeholders or partners. Combined with the
emergence of social media during the 1990s that facilitate the development and
maintenance of such relationships, the two concepts gain even more importance, and are
often considered as crucial factors for a company's success. Moreover, both concepts
have been referred to as new marketing paradigms that had a profound impact on
marketing theory and practice. With the decreasing marketing efficiency of mass
communication, the concept of relationship building in social media is becoming more
appealing to marketing academics and practitioners. However, even though relationship
building has been identified as one of the company’s main objectives in social media, it
has not been conceptualized or measured adequately. On the other hand, existing
conceptualizations of a more general relationship orientation, in addition to having
certain conceptual and methodological issues, do not take into account the specificities
of the social media context. For this reason, we argue in favor of the development of a
new construct - relationship orientation in social media (ROSM), and its
operationalization that would enable both academics and practitioners to measure the
degree to which a company is oriented towards relationship-building in social media.
The main focus of our study was to develop an understanding of the key features of
ROSM. More specifically, our aim is to determine the domain and definition of the
construct and its measurement. As a secondary objective, we aimed at developing an
understanding of the impact of ROSM on company performance. Given the objectives
defined, a mixed method approach was used. The literature review of relationship
marketing, social media and strategic orientation, was used as the basis for the
conceptualization of ROSM. The empirical research was conducted in several stages.
First we conducted field interviews in order to develop a better understanding of
relationship orientation and its specificities in social media. More specifically, the main
purpose of this stage was to develop a working definition of the ROSM construct and a
preliminary pool of items to measure it. Additionally, the insights from the interviews
were used to identify the key outcomes and influencing factors of the
ROSM-performance link. In the second stage we used the Delphi method to refine the
preliminary pool of items, which resulted in the refined measurement scale. Finally, we
conducted quantitative research to empirically test the new construct measurement and
evaluate its psychometric properties.
Our findings indicate Relationship Orientation in Social Media (ROSM) is a behavioral,
process-based, multidimensional construct consisting of three dimensions: (1)
Knowledge generation, dissemination and management, (2) trust and bonding and (3)
interaction facilitation and management. As a result, the key features of our view of
ROSM are (1) the focus on current and potential customers and their communities in
social media, (2) continuity and process-based view that incorporate generation,
dissemination and management of knowledge and (3) focus on specific activities rather
than attitudes and beliefs. The construct can be measured with a multi-item scale, and
has satisfactory psychometric properties. We also identified several business and
customer-based performance measures and introduced environmental and internal
factors that may influence the ROSM-performance link. The main contribution of the
dissertation and research is the conceptualization of relationship orientation in social
media (ROSM), the operationalization of the construct by developing a measurement
scale and the exploration of the link between relationship orientation in social media and
company performance.
To my parents – my rock and anchor in life
and
my brother who will always be the “Jack of all trades” to me
ACKNOWLEDGMENTS
The entire process of the PhD studies is a remarkable journey, both in terms of one's
academic and personal development. Academic, because of the number of theories,
perspectives, approaches and methods one is exposed to, and the challenges that follow
in the process of dissertation research and writing. Personal, because you learn to cope
with criticism and develop (a hopefully healthy level) of self-criticism. You grow in
character, which often directs your future endeavors. Finally, the connections and
relationships one develops throughout the studies often span both the academic and
personal domain. For me, there are a number of people I've met and cooperated with
throughout this journey, that deserve merit.
First and foremost, I wish to thank my supervisors, professors Andreina Mandelli and
Ivan Snehota for our inspiring discussions, constructive criticism, encouragement and
unconditional support in all the stages of my journey. I greatly benefited from our
discussions that helped me develop my arguments and improve my skills in academic
discourse. When I first came to the university, you made me a promise saying you would
continuously „pick on me“ and push me to reach my full potential. Thank you for
keeping that promise.
I would also like to thank professors that have advised me during my research and have
always been available to discuss the numerous difficulties a PhD candidate faces in
research. Special thank you goes to professors John Deighton, James Jaccard, Ajay
Kohli, Robert Palmatier, Peter Schultz and Susanne Suggs for the time and effort
invested in our discussions; for their advice and suggestions in conceptualizing ROSM,
identifying potential pitfalls and choosing the right methodologies and procedures.
I am also grateful to all the professors of the Institute of Marketing and Communication
Management, in particular Peter Seele and Albert Caruana, for their support, suggestions
and criticism during the IMCA seminars and our unofficial discussions. Special thanks
also go to all my USI colleagues for their support, especially to Ana Javornik for her
words of encouragement in the most stressful situations. My thanks also go to my
colleagues and friends Natalie, Zlatina, Marco, Antonella, Fabio and Katharina.
Additionally, my appreciation goes to all my colleagues at the Marketing department of
the Faculty of Economics and Business, University of Zagreb, especially my supervisor
Professor Jurica Pavičić for encouraging me to pursue a PhD abroad. I also wish to give
special thanks to Tanja Kesić, Đurđana Ozretić Došen, Zoran Krupka, Goran Vlašić,
Vatroslav Škare, Miroslav Mandić and Sandra Horvat for their valuable insights and
support.
Last but not least, my family and friends that have stood by me and believed in me
during my studies. I thank Krešo, Marin, Dalia, Damir, Marija, Dora, Andrija, Ante and
Maja for keeping me on track and not letting me forget the value of true friendship.
Lastly, I want to thank my parents and brother for all of their love, understanding,
support and encouragement. I can only hope to become the person you see in me today.
TABLE OF CONTENTS
ABSTRACT VI
ACKNOWLEDGMENTS XI
LIST OF TABLES XVI
LIST OF FIGURES XVIII
1. INTRODUCTION 1
1.1. POSITIONING OF THE RESEARCH 1
1.2. RESEARCH QUESTIONS 4
1.3. CONTRIBUTION OF THE RESEARCH 6
1.4. ORGANIZATION OF THE WORK 8
2. RELATIONSHIP MARKETING 11
2.1. INTRODUCTION 11
2.2. DEFINITION AND ORIGIN 12
2.2.1. TRANSACTION VS.RELATIONSHIP MARKETING 12
2.2.2. DEFINING RELATIONSHIP MARKETING 21
2.2.3. TOWARDS AN OPERATIONALIZATION OF RELATIONSHIP MARKETING 25
2.2.4. CONCLUDING REMARKS 31
2.3. DEFINING CONSTRUCTS 33
2.3.1. INTRODUCTION 33
2.3.2. OVERVIEW OF DEFINING CONSTRUCTS 35
2.3.3. CONCLUDING REMARKS 43
2.4. RELATIONSHIP OUTCOMES 45
2.4.1. INTRODUCTION 45
2.4.2. OVERVIEW OF KEY RELATIONSHIP OUTCOMES 46
2.4.3. CONCLUDING REMARKS 53
3. SOCIAL MEDIA 55
3.1. INTRODUCTION 55
3.2. DEFINITION AND ORIGIN 57
3.2.2. SOCIAL MEDIA AND NEW INTERACTIVE MARKETING PARADIGMS 64
3.2.3. SOCIAL MEDIA TYPES 68
3.2.4. SOCIAL MEDIA RESEARCH 70
3.2.5. CONCLUDING REMARKS 71
3.3. SOCIAL MEDIA MARKETING STRATEGIES 72
3.3.1. INTRODUCTION 72
3.3.2. SOCIAL MEDIA MARKETING STRATEGY DEVELOPMENT 74 3.3.3. TOWARDS A TYPOLOGY OF SOCIAL MEDIA STRATEGIES 81
3.3.4. EFFECTIVENESS AND METRICS 85
3.3.5. CONCLUDING REMARKS 91
3.4. SOCIAL MEDIA AND RELATIONSHIP BUILDING 91
4. STRATEGIC ORIENTATION – PERFORMANCE MODELS 102
4.1. INTRODUCTION 102
4.2. OVERVIEW OF STRATEGIC ORIENTATION – PERFORMANCE MODELS 103
4.2.1. MARKET ORIENTATION 107
4.2.2. CUSTOMER ORIENTATION 113
4.2.3. INTERACTION ORIENTATION 116
4.2.4. CONCLUDING REMARKS 119
4.3. RELATIONSHIP MARKETING AS A STRATEGIC ORIENTATION 120
4.3.1. RELATIONSHIP ORIENTATION DEFINITION, DEVELOPMENT AND MEASUREMENT 120
4.3.2. MODELING RELATIONSHIP ORIENTATION 125
4.3.3. CONCLUDING REMARKS 129
5. RESEARCH DESIGN AND METHODOLOGY 131
5.1. REFINED RESEARCH QUESTIONS 131
5.1.1. RQ1A:HOW CAN WE DEFINE RELATIONSHIP ORIENTATION IN SOCIAL MEDIA (ROSM)? 133 5.1.2. RQ1B:HOW CAN WE MEASURE RELATIONSHIP ORIENTATION IN SOCIAL MEDIA (ROSM)? 134 5.1.3. RQ2:WHAT IS THE LINK BETWEEN ROSM AND COMPANY PERFORMANCE? 135
5.1.4. OUTLINE OF RESEARCH METHODOLOGY 136
5.2. STAGE 1 – GENERATING A PRELIMINARY POOL OF ITEMS 139
5.3. STAGE 2 - ITEM REFINEMENT 142
5.4. STAGE 3 – MEASUREMENT ASSESSMENT AND VALIDATION 144
5.4.1. SAMPLE AND DATA COLLECTION 144
5.4.2. VARIABLE OPERATIONALIZATION AND MEASUREMENT 146
5.5. EXPLORATION OF THE LINK BETWEEN ROSM AND PERFORMANCE 147
6. FINDINGS 149
6.2. ROSM CONCEPTUALIZATION – FINDINGS FROM FIELD INTERVIEWS 151
6.3. ITEM REFINEMENT 160
6.4. MEASUREMENT ASSESSMENT AND VALIDATION 163
6.4.1. PRELIMINARY ANALYSIS 163
6.4.2. EXPLORATORY ASSESSMENT 163
6.4.3. CONFIRMATORY ASSESSMENT 174
6.4.4. MEASUREMENT VALIDATION 180
7. DISCUSSION 184
7.1. DETERMINING THE KEY FEATURES OF ROSM 185
7.1.1. HOW CAN WE DEFINE ROSM? 185
7.1.2. HOW CAN WE MEASURE ROSM? 190
7.2. EXPLORING THE ROSM-PERFORMANCE LINK 193
7.2.1. KEY OUTCOMES OF ROSM 193
7.2.2. FACTORS INFLUENCING THE ROSM-PERFORMANCE LINK 194
8. CONCLUDING REMARKS 197
8.1. MANAGERIAL IMPLICATIONS 197
8.2. LIMITATIONS AND SUGGESTIONS FOR FURTHER RESEARCH 199
APPENDICES 203
APPENDIX 1: VARIABLE OPERATIONALIZATIONS 204
APPENDIX 2: DELPHI ROUND 1 SUMMARY OF RESULTS 209
APPENDIX 3: DELPHI ROUND 2 SUMMARY OF RESULTS 216
APPENDIX 4: EFA CORRELATION MATRIX 221
APPENDIX 5: SCREE PLOT 230
LIST OF TABLES
TABLE 1: COMPARISON OF TRANSACTION AND RELATIONSHIP MARKETING CONCEPTS ON
THE STRATEGY CONTINUUM ... 17
TABLE 2: CONCEPTUAL CATEGORIES OF RELATIONSHIP MARKETING ... 21
TABLE 3: INTERACTIVE MARKETING PARADIGMS ... 65
TABLE 4: SOCIAL MEDIA SITES STATISTICS IN 2013 ... 68
TABLE 5: CLASSIFICATION OF SOCIAL MEDIA ... 69
TABLE 6: STAGES OF SOCIAL MEDIA STRATEGY DEVELOPMENT ... 77
TABLE 7: TYPOLOGY OF SOCIAL MEDIA STRATEGIES ... 81
TABLE 8: SOCIAL MEDIA MEASUREMENT PROCESS ... 86
TABLE 9: OVERVIEW OF STRATEGIC ORIENTATIONS RELEVANT FOR THE FIELD OF STUDY ... 105
TABLE 10: PRELIMINARY POOL OF ITEMS ... 158
TABLE 11: PURIFIED LIST OF ITEMS ... 161
TABLE 12: KMO AND BARTLETT'S TEST ... 165
TABLE 13: TOTAL VARIANCE EXPLAINED ... 165
TABLE 14: COMMUNALITIES, PATTERN AND STRUCTURE COEFFICIENTS OF ROSM ... 167
TABLE 15: TOTAL VARIANCE EXPLAINED ... 168
TABLE 16: COMMUNALITIES, PATTERN AND STRUCTURE COEFFICIENTS OF ROSM ... 169
TABLE 18: OVERVIEW OF MEASUREMENT MODELS’ FIT INDICES ... 175
TABLE 19: RESULTS OF CFA ... 176
TABLE 20: RELIABILITY ANALYSIS AFTER CFA ... 177
TABLE 21: ITEM REFINEMENT SUMMARY ... 178
TABLE 22: DISCRIMINANT VALIDITY ... 181
TABLE 23: CORRELATION ANALYSIS FOR DISCRIMINANT VALIDITY ANALYSIS ... 182
LIST OF FIGURES
FIGURE 1: REPRESENTATION OF RELATIONSHIPS ... 29
FIGURE 2: WEB 2.0, UGC AND SOCIAL MEDIA ... 58
FIGURE 3: NARRATIVE STRATEGIES ... 84
FIGURE 4: S-O-R FRAMEWORK FOR SOCIAL MEDIA METRICS ... 88
FIGURE 5: SOCIAL CRM HOUSE ... 96
FIGURE 6: SCALE DEVELOPMENT PROCESS ... 137