The Effect of Door-to-Door Salespeople’s Individual Sales Capabilities on Selling Behavior and Performance: The Moderating Effect of Competitive Intensity
Abstract
:1. Introduction
2. Theoretical Background
2.1. Resource-Based View
2.2. Theoretical Framework
2.2.1. Salesperson’s Individual Sales Capability
2.2.2. Sales-Oriented and Customer-Oriented (SOCO) Behaviors
3. Hypothesis Development
3.1. Individual Sales Capability of Door-to-Door Salesperson and SOCO
3.2. SOCO and Sales Performance
3.3. The Moderating Role of Competitive Intensity on the Relationship between SOCO and Sales Performance
3.4. Research Model
4. Methodology
4.1. Context of the Study
4.2. Sampling and Data Collection
4.3. Profile of Respondents
4.4. Measurement of Variables
4.4.1. Common Method Bias
4.4.2. Test for Non-Response Bias
4.5. Reliability and Validity Test
4.6. Descriptive and Correlation Analysis
4.7. Hypothesis Test
H | Path | St. Estimate | S.E. | t-Value | Δχ2(1) | Result | |
---|---|---|---|---|---|---|---|
H1a | H2 | Sales capability → customer-oriented sales behavior | 0.802 ** | 0.23 | 6.491 | 4.181 | Supported |
H1b | Sales capability → Sales-oriented sales behavior | 0.558 ** | 0.199 | 5.604 | Supported | ||
H3 | Customer-oriented sales behavior → Sales performance | 0.256 ** | 0.077 | 3.468 | - | Supported | |
H4 | Sales-oriented sales behavior → Sales performance | 0.239 ** | 0.071 | 3.269 | - | Supported |
Moderation Analysis
5. General Discussions
5.1. Summary of Findings and General Discussions
5.2. Theoretical Implications
5.3. Practical Implications
5.4. Limitations and Directions for Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Amenuvor, F.E.; Basilisco, R.; Boateng, H.; Shin, K.S.; Im, D.; Owusu-Antwi, K. Salesforce output control and customer-oriented selling behaviours. Mark. Intell. Plan. 2022. ahead of print. [Google Scholar] [CrossRef]
- Dwyer, F.R.; Schurr, P.H.; Oh, S. Developing buyer-seller relationships. J. Mark. 1987, 51, 11–27. [Google Scholar] [CrossRef]
- Ilyas, G.B.; Munir, A.R.; Tamsah, H.; Mustafa, H.; Yusriadi, Y. The Influence of Digital Marketing and Customer Perceived Value Through Customer Satisfaction on Customer Loyalty. J. Leg. Ethical Regul. Issues 2021, 24, 1–14. [Google Scholar]
- Vigneshwaran, S.R.; Mathirajan, M. A Theoretical Framework for Customer Satisfaction and Customer Loyalty at Automobile After Sales Service Centres. Int. J. Innov. Manag. Technol. 2021, 12, 1. [Google Scholar]
- Redjeki, F.; Fauzi, H.; Priadana, S. Implementation of Appropriate Marketing and Sales Strategies in Improving Company Performance and Profits. Int. J. Sci. Soc. 2021, 3, 31–38. [Google Scholar] [CrossRef]
- Reinartz, W.J.; Kumar, V. Customer Lifetime Duration: An Empirical Framework for Measurement and Explanation; INSEAD: Fontainebleau, France, 2000. [Google Scholar]
- Frankwick, G.L.; Porter, S.S.; Crosby, L.A. Dynamics of relationship selling: A longitudinal examination of changes in salesperson-customer relationship status. J. Pers. Sell. Sales Manag. 2001, 21, 135–146. [Google Scholar]
- Schultz, R.J.; Good, D.J. Impact of the consideration of future sales consequences and customer-oriented selling on long-term buyer-seller relationships. J. Bus. Ind. Mark. 2000, 15, 200–215. [Google Scholar] [CrossRef]
- Habel, J.; Alavi, S.; Linsenmayer, K. From personal to online selling: How relational selling shapes salespeople’s promotion of e-commerce channels. J. Bus. Res. 2021, 132, 373–382. [Google Scholar] [CrossRef]
- Singh, J. Striking a Balance in Boundary-spanning Positions: An Investigation of Some Unconventional Influences of Role Stressors and Job Characteristics on Job Outcomes of Salespeople. J. Mark. 1998, 62, 69–86. [Google Scholar] [CrossRef]
- Saxe, R.; Weitz, B.A. The SOCO scale: A measure of the customer orientation of salespeople. J. Mark. Res. 1982, 19, 343–351. [Google Scholar] [CrossRef]
- Wachner, T.; Plouffe, C.R.; Grégoire, Y. SOCO’s impact on individual sales performance: The integration of selling skills as a missing link. Ind. Mark. Manag. 2009, 38, 32–44. [Google Scholar] [CrossRef]
- Yi, H.T.; Cha, Y.B.; Amenuvor, F.E. Effects of Sales-Related Capabilities of Personal Selling Organizations on Individual Sales Capability, Sales Behaviors and Sales Performance in Cosmetics Personal Selling Channels. Sustainability 2021, 13, 3937. [Google Scholar] [CrossRef]
- Jaramillo, F.; Ladik, D.M.; Marshall, G.W.; Mulki, J.P. A meta-analysis of the relationship between sales orientation-customer orientation (SOCO) and salesperson job performance. J. Bus. Ind. Mark. 2007, 22, 302–310. [Google Scholar] [CrossRef]
- Yi, H.T.; Yeo, C.K.; Amenuvor, F.E.; Boateng, H. Examining the relationship between customer bonding, customer participation, and customer satisfaction. J. Retail. Consum. Serv. 2021, 62, 102598. [Google Scholar] [CrossRef]
- Penrose, E.; Penrose, E.T. The Theory of the Growth of the Firm; Oxford University Press: Oxford, UK, 2009. [Google Scholar]
- Barney, J.B. The resource-based view of strategy: Origins, implications, and prospects. J. Manag. 1991, 17, 97–211. [Google Scholar]
- Dickson, P.R. Toward a general theory of competitive rationality. J. Mark. 1992, 56, 69–83. [Google Scholar] [CrossRef]
- Hunt, S.D.; Morgan, R.M. The comparative advantage theory of competition. J. Mark. 1995, 59, 1–15. [Google Scholar] [CrossRef]
- Barney, J.B.; Wright, P.M. On becoming a strategic partner: The role of human resources in gaining competitive advantage. Hum. Resour. Manag. 1998, 37, 31–46. [Google Scholar] [CrossRef]
- Sukaatmadja, I.; Yasa, N.; Rahyuda, H.; Setini, M.; Dharmanegara, I. Competitive advantage to enhance internationalization and marketing performance woodcraft industry: A perspective of resource-based view theory. J. Proj. Manag. 2021, 6, 45–56. [Google Scholar] [CrossRef]
- Spencer, L.M.; Spencer, P.S.M. Competence at Work Models for Superior Performance; John Wiley and Sons: New York, NY, USA, 1993. [Google Scholar]
- Rahman, M.S.; Hussain, B.; Hassan, H.; Synthia, I.J. Optimisation of knowledge sharing behaviour capability among sales executives: Application of SEM and fsQCA. VINE J. Inf. Knowl. Manag. Syst. 2020. [Google Scholar] [CrossRef]
- Rodrigues, G.P.; Martins, T.S. Sales capability and performance: Role of market orientation, personal and management capabilities. Rev. Adm. Mackenzie 2020, 21, 1–29. [Google Scholar] [CrossRef]
- Michaels, R.E.; Marshall, G.W. Perspectives on selling and sales management education. Mark. Educ. Rev. 2002, 12, 1–11. [Google Scholar] [CrossRef]
- Warech, M.A. Competency-based structured interviewing: At the Buckhead Beef Company. Cornell Hotel. Restaur. Adm. Q. 2002, 43, 70–77. [Google Scholar] [CrossRef]
- Simmons, G. Development of a Research Model to Analyze the Importance of NPD Capability and Sales Capability to Manage Innovation and to Improve Innovation Outcomes in SMEs. In Proceedings of the 20th Annual Irish Academy of Management Conference 2017, Belfast, Ireland, 30 August-1 September 2017. [Google Scholar]
- Anderson, E.; Oliver, R.L. Perspectives on behavior-based versus outcome-based salesforce control systems. J. Mark. 1987, 51, 76–88. [Google Scholar] [CrossRef]
- Cravens, D.W.; Ingram, T.N.; LaForge, R.W.; Young, C.E. Behavior-based and outcome-based salesforce control systems. J. Mark. 1993, 57, 47–59. [Google Scholar] [CrossRef]
- Amenuvor, F.E.; Yi, H.T.; Boateng, H. Examining the consequences of adaptive selling behavior by door-to-door salespeople in the Korean cosmetic industry. Asia Pac. J. Mark. Logist. 2021. ahead of print. [Google Scholar] [CrossRef]
- Hughes, D.E.; le Bon, J.; Rapp, A. Gaining and leveraging customer-based competitive intelligence: The pivotal role of social capital and salesperson adaptive selling skills. J. Acad. Mark. Sci. 2013, 41, 91–110. [Google Scholar] [CrossRef]
- Shin, K.S.; Amenuvor, F.E.; Boateng, H.; Basilisco, R. Formal salesforce control mechanisms and behavioral outcomes. Mark. Intell. Plan. 2021, 39, 924–943. [Google Scholar] [CrossRef]
- Bagozzi, R.P.; Bergami, M.; Marzocchi, G.L.; Morandin, G. Customer–organization relationships: Development and test of a theory of extended identities. J. Appl. Psychol. 2012, 97, 63–76. [Google Scholar] [CrossRef] [PubMed]
- Boyatzis, R.E. The Competent Manager: A Model for Effective Performance; John Wiley and Sons: New York, NY, USA, 1982. [Google Scholar]
- Parry, S.B. The quest for competences: Competency studies can help you make HR decision, but the results are only as good as the study. Training 1996, 33, 48–56. [Google Scholar]
- Amenuvor, F.E.; Yi, H.T.; Boateng, H. Antecedents of adaptive selling behaviour: A study of the Korean cosmetic industry. Asia Pac. J. Mark. Logist. 2021. ahead of print. [Google Scholar] [CrossRef]
- Brown, G.; Widing, R.E.; Coulter, R.L. Customer evaluation of retail salespeople utilizing the SOCO scale: A replication, extension, and application. J. Acad. Mark. Sci. 1991, 19, 347–351. [Google Scholar] [CrossRef]
- Michaels, R.E.; Day, R.L. Measuring customer orientation of salespeople: A replication with industrial buyers. J. Mark. Res. 1985, 22, 443–446. [Google Scholar] [CrossRef]
- Barnett, W.P. The dynamics of competitive intensity. Adm. Sci. Q. 1997, 42, 128–160. [Google Scholar] [CrossRef]
- Auh, S.; Menguc, B. Balancing exploration and exploitation: The moderating role of competitive intensity. J. Bus. Res. 2005, 58, 1652–1661. [Google Scholar] [CrossRef]
- Lawrence, P.R.; Lorsch, J.W. Differentiation and integration in complex organizations. Adm. Sci. Q. 1967, 12, 1–47. [Google Scholar] [CrossRef]
- Drazin, R.; van de Ven, A.H. Alternative forms of fit in contingency theory. Adm. Sci. Q. 1985, 30, 514–539. [Google Scholar] [CrossRef]
- Donaldson, L. The Contingency Theory of Organizations; Sage: London, UK, 2001. [Google Scholar]
- Porter, M.E. Industry structure and competitive strategy: Keys to profitability. Financ. Anal. J. 1980, 36, 30–41. [Google Scholar] [CrossRef]
- Korea Health Industry Promotion Agency. 2016 Cosmetic Industry Analysis Report. 2017. Available online: https://khiss.go.kr/board/view?pageNum=6&rowCnt=10&no1=402&linkId=64102&menuId=MENU00308&schType=0&schText=&boardStyle=&categoryId=&continent=&schStartChar=&schEndChar=&country= (accessed on 15 January 2022).
- Choedon, T.; Lee, Y.C. The effect of social media marketing activities on purchase intention with brand equity and social brand engagement: Empirical evidence from Korean cosmetic firms. Knowl. Manag. Res. 2020, 21, 141–160. [Google Scholar]
- Hair, J.F.; Ringle, C.M.; Sarstedt, M. Partial least squares structural equation modeling: Rigorous applications, better results and higher acceptance. Long Range Plan. 2013, 46, 1–12. [Google Scholar] [CrossRef]
- Schuster, F.E.; Dunning, K.E.; Morden, D.L.; Hagan, C.M.; Baker, T.E.; McKay, I.S. Management practice, organization climate, and performance: An exploratory study. J. Appl. Behav. Sci. 1997, 33, 209–226. [Google Scholar] [CrossRef]
- Jaworski, B.J.; Kohli, A.K. Market orientation: Antecedents and consequences. J. Mark. 1993, 57, 53–70. [Google Scholar] [CrossRef]
- DeVellis, R.F. Scale Development: Theory and Applications; Sage Publications: Thousand Oaks, CA, USA, 2003. [Google Scholar]
- Podsakoff, P.M.; MacKenzie, S.B.; Podsakoff, N.P. Sources of method bias in social science research and recommendations on how to control it. Annu. Rev. Psychol. 2012, 63, 539–569. [Google Scholar] [CrossRef] [Green Version]
- Armstrong, J.S.; Overton, T.S. Estimating nonresponse bias in mail surveys. J. Mark. Res. 1997, 14, 396–402. [Google Scholar] [CrossRef] [Green Version]
- Fornell, C.; Larcker, D.F. Structural equation models with unobservable variables and measurement error: Algebra and statistics. J. Mark. Res. 1981, 18, 382–388. [Google Scholar] [CrossRef]
- Anderson, J.C.; Gerbing, D.W. Structural equation modeling in practice: A review and recommended two-step approach. Psychol. Bull. 1988, 103, 411. [Google Scholar] [CrossRef]
- Bagozzi, R.P.; Yi, Y. On the evaluation of structural equation models. J. Acad. Mark. Sci. 1988, 16, 74–94. [Google Scholar] [CrossRef]
- Thakor, M.V.; Joshi, A.W. Motivating salesperson customer orientation: Insights from the job characteristics model. J. Bus. Res. 2005, 58, 584–592. [Google Scholar] [CrossRef]
- Plouffe, C.R.; Hulland, J.; Wachner, T. Customer-directed selling behaviors and performance: A comparison of existing perspectives. J. Acad. Mark. Sci. 2009, 37, 422. [Google Scholar] [CrossRef]
- Yi, H.T.; Fortune, A.E.; Yeo, C.K. Investigating Relationship between Control Mechanisms, Trust and Channel Outcome in Franchise System. J. Distrib. Sci. 2019, 17, 67–81. [Google Scholar]
Classification | Frequency | % | Classification | Frequency | % | ||
---|---|---|---|---|---|---|---|
Salesperson Age | 30 to 39 years old | 13 | 6.0 | Previous work experience | Self-employment | 71 | 32.5 |
40 to 49 years old | 50 | 22.8 | Housewife | 123 | 56.2 | ||
50 to 59 years old | 119 | 54.3 | Office worker/sales worker | 25 | 11.4 | ||
60 years and above | 37 | 16.9 | Salesperson company selection factors | Company/product image | 61 | 27.8 | |
Salesperson working period | 1 to less than 3 years | 15 | 6.8 | Company’s marketing capabilities | 34 | 15.5 | |
3 to less than 5 years | 42 | 19.2 | Friend recommendation | 124 | 56.6 | ||
5 to less than 7 years | 92 | 42.0 | Transaction period with the customer (entered by the customer) | Less than 1 year | 13 | 5.9 | |
Above 7 years | 70 | 32.1 | More than 1 year and less than 2 years | 19 | 8.7 | ||
Rank | Junior/Senior | 97 | 42.9 | More than 2 years to less than 3 years | 21 | 9.6 | |
Master | 92 | 42.0 | More than 3 years to less than 4 years | 20 | 9.1 | ||
Chief master | 33 | 15.1 | More than 4 years to less than 5 years | 9 | 4.1 | ||
Education | High school | 71 | 32.4 | More than 5 years and less than 6 years | 14 | 6.4 | |
University | 61 | 27.8 | More than 6 years to less than 7 years | 19 | 8.7 | ||
Graduate School | 87 | 39.7 | more than 7 years | 104 | 47.5 |
Measurement Item | Construct | St. Estimate | S.E. | C.R. | AVE | CR | Cronbach’s α |
---|---|---|---|---|---|---|---|
Professionalism | Individual sales capacity | 0.547 | - | - | 0.660 | 0.975 | 0.952 |
Relationship building | 0.850 | 0.172 | 7.531 | ||||
Analytical thinking | 0.811 | 0.213 | 6.372 | ||||
Learning | 0.928 | 0.243 | 6.571 | ||||
Customer orientation | 0.843 | 0.204 | 6.171 | ||||
Organizational awareness | 0.841 | 0.229 | 6.585 | ||||
Professional competency 1 | Professionalism | 0.862 | - | - | 0.753 | 0.930 | 0.919 |
Professional competency 2 | 0.874 | 0.083 | 12.339 | ||||
Relationship-building competency 1 | Relationship building | 0.717 | - | - | 0.506 | 0.808 | 0.778 |
Relationship-building competency 2 | 0.705 | 0.104 | 9.210 | ||||
Analytical thinking competency 1 | Analytical thinking | 0.797 | - | - | 0.704 | 0.910 | 0.897 |
Analytical thinking competency 2 | 0.879 | 0.096 | 11.954 | ||||
Learning competency 1 | Learning | 0.742 | - | - | 0.529 | 0.810 | 0.795 |
Learning competency 2 | 0.713 | 0.097 | 9.536 | ||||
Customer orientation competency 1 | Customer orientation | 0.703 | - | - | 0.566 | 0.843 | 0.819 |
Customer orientation competency 2 | 0.798 | 0.119 | 10.093 | ||||
Organizational awareness 1 | Organizational awareness | 0.815 | - | - | 0.629 | 0.873 | 0.858 |
Organizational awareness competency 2 | 0.770 | 0.081 | 11.543 | ||||
Customer orientation 7 | Customer-oriented sales behavior | 0.790 | - | - | 0.644 | 0.960 | 0.958 |
Customer orientation 6 | 0.844 | 0.066 | 15.213 | ||||
Customer orientation 5 | 0.842 | 0.072 | 13.784 | ||||
Customer orientation 4 | 0.827 | 0.075 | 11.911 | ||||
Customer orientation 3 | 0.827 | 0.079 | 13.477 | ||||
Customer orientation 2 | 0.769 | 0.074 | 12.220 | ||||
Customer orientation 1 | 0.708 | 0.074 | 11.067 | ||||
Sales orientation 1 | Sales-orientedsales behavior | 0.824 | - | - | 0.714 | 0.964 | 0.965 |
Sales orientation 2 | 0.880 | 0.064 | 16.033 | ||||
Sales orientation 3 | 0.859 | 0.057 | 15.596 | ||||
Sales orientation 4 | 0.861 | 0.061 | 15.669 | ||||
Sales orientation 5 | 0.846 | 0.065 | 14.932 | ||||
Sales orientation 6 | 0.798 | 0.071 | 13.821 | ||||
Competitive strength 1 | Competitivestrength | 0.796 | - | - | 0.611 | 0.934 | 0.918 |
Competitive strength 2 | 0.791 | 0.077 | 12.022 | ||||
Competitive strength 3 | 0.802 | 0.084 | 12.189 | ||||
Competitive strength 4 | 0.737 | 0.080 | 11.096 |
Variable Name | Mean | Standard Deviation | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|---|---|
Sales Capacity (1) | 3.6221 | 0.48052 | 1 | - | - | - | - |
Customer Orientation (2) | 3.6967 | 0.60157 | 0.697 ** | 1 | - | - | - |
Sales Orientation (3) | 3.6461 | 0.64586 | 0.539 ** | 0.366 ** | 1 | - | - |
Sales Performance (4) | 15.1314 | 0.62355 | 0.425 ** | 0.337 ** | 0.328 ** | 1 | - |
Competitive Strength (5) | 3.7854 | 0.55369 | 0.402 ** | 0.480 ** | 0.151 * | 0.106 | 1 |
H | Path | St. Estimate | χ2(d.f.) | Δχ2(1) | Result | ||
---|---|---|---|---|---|---|---|
Low Group | High Group | Unconstrained Model | Constrained Model | ||||
H5a | Customer-oriented sales behavior → Sales performance | 0.237 ** | 0.179 ** | 1175.062(564) | 1185.861(565) | 10.799 | Supported |
H5b | Sales-oriented sales behavior → Sales performance | 0.232 ** | 0.215 ** | 1175.206(565) | 0.144 | Not Supported |
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Yi, H.-T.; Amenuvor, F.E. The Effect of Door-to-Door Salespeople’s Individual Sales Capabilities on Selling Behavior and Performance: The Moderating Effect of Competitive Intensity. Sustainability 2022, 14, 3327. https://doi.org/10.3390/su14063327
Yi H-T, Amenuvor FE. The Effect of Door-to-Door Salespeople’s Individual Sales Capabilities on Selling Behavior and Performance: The Moderating Effect of Competitive Intensity. Sustainability. 2022; 14(6):3327. https://doi.org/10.3390/su14063327
Chicago/Turabian StyleYi, Ho-Taek, and Fortune Edem Amenuvor. 2022. "The Effect of Door-to-Door Salespeople’s Individual Sales Capabilities on Selling Behavior and Performance: The Moderating Effect of Competitive Intensity" Sustainability 14, no. 6: 3327. https://doi.org/10.3390/su14063327
APA StyleYi, H. -T., & Amenuvor, F. E. (2022). The Effect of Door-to-Door Salespeople’s Individual Sales Capabilities on Selling Behavior and Performance: The Moderating Effect of Competitive Intensity. Sustainability, 14(6), 3327. https://doi.org/10.3390/su14063327