1 Introduction
2 Literature Review
3 Conceptual Model and Hypotheses Development
3.1 Theoretical Background
3.2 Hypotheses Formulation
3.2.1 Intention of Co‐production
3.2.2 Customers’ Cognition
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H1a: Customers’ Cognition (CC) has a significant impact on the Intention of Co-production (ICP) for value co-creation.
3.2.3 Equitableness
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H1b: Equitableness (EQ) has a significant influence on the intention of coproduction (ICP) for value co-creation.
3.2.4 Relationship
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H1c: Relationship has an effective and significant impact on the Intention of Co-production for value co-creation.
3.2.5 Intention of Future Participation
3.2.6 Customers’ Experience
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H2a: Customers’ experience has a significant impact on the intention of future participation of the customers for value co-creation.
3.2.7 Social Collaboration
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H2b: Social collaboration has a significant impact on intention of the future participation of the customers for value co-creation.
3.2.8 Customers’ Empowerment
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H2c: Customers empowerment has a significant impact on intention of future participation by the customers for value co-creation.
3.2.9 Intention of Value Co‐creation
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H3: Intention of co-production involving customers significantly impacts the intention of value co-creation.
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H4: Intention of future participation of the customers significantly impacts the intention of value co-creation.
3.2.10 Business Benefits
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H5: Intention of value co-creation by the customers significantly impacts the business benefits of the firms.
4 Research Methodology
4.1 Research Instrument
Construct | Sources | Measurement items |
---|---|---|
Customer Cognition (CC) | CC1: I feel I would get better knowledge of the product or services if I am involved in co-creation activities | |
CC2: My skill and knowledge will improve because of my engagement | ||
CC3: I will be able to test the product or services before it comes to the market. | ||
CC4: Engaging in co-creation activities will provide me better satisfaction as a customer of that product or services. | ||
Equitableness (EQ) | EQ1: I believe customers and firms should get equal opportunity for developing a product or services | |
EQ2: I believe that customers should be incentivised for working with the firms to co-create products or services. | ||
EQ3: I think that the customer should be empowered by the firms to provide inputs for co-creation of products or services. | ||
Relationship (RL) | RL1: I believe that co-creation helps in development of the product or service in a better way. | |
RL2: Direct ways of communications between firms and customers would help to develop better relationship. | ||
RL3: I become more loyal to the firm because of my engagement in co-creation activities | ||
RL4: I believe that firms should try to gain the trust of the customers to enhance the relationship so that the customers are encouraged to provide inputs for co-creation. | ||
Customer Experience (CE) | [Personalisation] | P1: I think co-creation is a good opportunity for me to be engaged with the firm. |
P2: With co-creation, I can customise the product or services as per my requirements. | ||
P3: Co-creation helps products or services more customer centric. | ||
[Relative Advantage] | R1: Co-creation provides firms competitive advantages. | |
R2: According to me firms which are engaged in co-creation are more creative. | ||
R3: I believe that firms involved in co-creation with customer are more flexible. | ||
Social Collaboration (SC) | SC1: I use social media for providing feedbacks to the firms which in turn helps co-creation activities. | |
SC2: I use social media for customisation of any product or services needed by me. | ||
SC3: Information exchange is easier for co-creation using social media platforms. | ||
Customer Empowerment (CEM) | CEM1: I think co-creation helps empowerment of customers. | |
CEM2: Customers have multiple choices because of co-creation activities. | ||
CEM3: I believe co-creation has provided customers more involvement with firms in decision making process. | ||
CEM4: According to me customers are now more respected because of co-creation of a product or services with firms. | ||
Intention of Co-Production (ICP) | ICP1: Co-production helps acceptability of the products to the different set of customers. | |
ICP2: I believe, profit sharing by the firms with the customers could encourage the customers to participate in product development activities. | ||
ICP3: As a customer, involvement in co-production activities provides me more empowerment. | ||
Intention of Future Participation (IFP) | IFP1: I think customer participation is important while creating a product or services by a firm. | |
IFP2: Participation in co-creation activities provides customers options to customise the product or services. | ||
IFP3: I feel my opinions are important by the firm while creating a product or services. | ||
Intention of Value Co-creation (IVC) | IVC1: I believe co-creation would help in product or service -promotion activities. | |
IVC2: I believe, spreading information through eWOM helps in co-creation activities. | ||
IVC3: I think by co-creating, I would be able to make a good impression on others | ||
IVC4: As a customer I think, if I am engaged in co-creation activities, I would be able to make the product or service more acceptable to other customers. | ||
Business Benefit (BB) | BB1: Firms which are involved in customer co-creation activities get more business benefit. | |
BB2: As a result of co-creation, firms get competitive advantages which helps the firm earning more profit. | ||
BB3: I believe customer participation in co-creation helps increasing business profits. | ||
BB4: I think co-production helps firm to become more innovative. |
4.2 Data Collection Strategy
Feature | Category | N |
---|---|---|
Gender | Male | 226 |
Female | 136 | |
Age | < 20 Years | 48 |
20–35 Years | 156 | |
36–50 Years | 86 | |
> 50 Years | 72 | |
Education | Higher Secondary | 47 |
Undergraduate | 102 | |
Postgraduate | 142 | |
Postgraduate Research | 71 |
5 Results
5.1 Validity and Reliability
Construct/Items | Loading Factor | t-value | Cronbach’s alpha | Composite Reliability | Average Variance Extracted | Variance Inflation Factor |
---|---|---|---|---|---|---|
Customer Cognition (CC) | 0.92 | 0.84 | 0.81 | 3.4 | ||
CC1 | 0.87 | 21.46 | ||||
CC2 | 0.89 | 26.28 | ||||
CC3 | 0.90 | 29.41 | ||||
CC4 | 0.95 | 23.56 | ||||
Equitableness (EQ) | 0.93 | 0.92 | 0.90 | 4.6 | ||
EQ1 | 0.93 | 22.11 | ||||
EQ2 | 0.95 | 25.46 | ||||
EQ3 | 0.96 | 20.37 | ||||
Relationship (RL) | 0.93 | 0.95 | 0.92 | 4.2 | ||
RL1 | 0.98 | 21.12 | ||||
RL2 | 0.97 | 19.14 | ||||
RL3 | 0.99 | 23.46 | ||||
RL4 | 0.89 | 24.89 | ||||
Personalisation (P) | 0.95 | 0.89 | 0.86 | 3.8 | ||
P1 | 0.90 | 10.46 | ||||
P2 | 0.88 | 13.12 | ||||
P3 | 0.90 | 17.48 | ||||
Relative Advantage (R) | 0.97 | 0.91 | 0.88 | 3.7 | ||
R1 | 0.92 | 16.87 | ||||
R2 | 0.95 | 17.12 | ||||
R3 | 0.95 | 17.11 | ||||
Social Collaboration (SC) | 0.92 | 0.91 | 0.89 | 4.5 | ||
SC1 | 0.98 | 22.21 | ||||
SC2 | 0.96 | 24.74 | ||||
SC3 | 0.89 | 26.13 | ||||
Customer Empowerment (CEM) | 0.91 | 0.91 | 0.88 | 3.9 | ||
CEM1 | 0.91 | 32.11 | ||||
CEM2 | 0.94 | 34.71 | ||||
CEM3 | 0.95 | 21.74 | ||||
CEM4 | 0.95 | 24.13 | ||||
Intention of Co-Production (ICP) | 0.97 | 0.95 | 0.94 | 4.0 | ||
ICP1 | 0.96 | 17.14 | ||||
ICP2 | 0.98 | 19.21 | ||||
ICP3 | 0.97 | 21.14 | ||||
Intention of Future participation (IFP) | 0.96 | 0.94 | 0.90 | 4.8 | ||
IFP1 | 0.98 | 19.41 | ||||
IFP2 | 0.92 | 21.46 | ||||
IFP3 | 0.95 | 24.76 | ||||
Intention of Value Co-creation (IVC) | 0.92 | 0.91 | 0.88 | 3.7 | ||
IVC1 | 0.92 | 24.66 | ||||
IVC2 | 0.96 | 26.36 | ||||
IVC3 | 0.95 | 27.34 | ||||
IVC4 | 0.91 | 28.31 | ||||
Business Benefit (BB) | 0.97 | 0.89 | 0.87 | 4.2 | ||
BB1 | 0.96 | 24.12 | ||||
BB2 | 0.95 | 27.91 | ||||
BB3 | 0.88 | 18.21 | ||||
BB4 | 0.90 | 20.60 |
5.2 Discriminant Validity
Age | Gen | Edu | CC | EQ | RL | CE | SC | CEM | ICP | IFP | IVC | BB | AVE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Age | 1.00 | 1.00 | ||||||||||||
Gen | 0.05 | 1.00 | 1.00 | |||||||||||
Edu | 0.45 | 0.04 | 1.00 | 1.00 | ||||||||||
CC | 0.19 | 0.06 | 0.06 | 0.90 | 0.81 | |||||||||
EQ | 0.06 | 0.11* | 0.04 | 0.28 | 0.95 | 0.90 | ||||||||
RL | 0.04 | 0.07 | 0.01 | 0.33* | 0.48 | 0.96 | 0.92 | |||||||
CE | 0.09 | 0.01** | 0.04* | 0.41 | 0.21* | 0.28 | 0.93 | 0.86 | ||||||
SC | 0.11* | − 0.09 | − 0.02 | − 0.32 | − 0.12 | 0.42 | 0.11 | 0.94 | 0.89 | |||||
CEM | 0.17 | 0.08 | 0.03 | − 0.06* | − 0.06 | 0.06 | 0.06 | 0.11 | 0.94 | 0.88 | ||||
ICP | 0.08 | 0.10 | 0.11* | 0.11 | 0.31** | 0.46 | 0.41* | 0.12 | 0.11 | 0.97 | 0.94 | |||
IFP | 0.06 | 0.12 | 0.04 | 0.32** | 0.22 | 0.21* | 0.32** | 0.23 | 0.01* | 0.12 | 0.95 | 0.90 | ||
IVC | 0.11 | 0.04* | 0.02 | 0.30 | 0.04 | 0.04 | 0.13* | − 0.14 | − 0.41 | − 0.11 | 0.13 | 0.94 | 0.88 | |
BB | 0.01 | 0.03 | 0.03* | − 0.04 | 0.11 | − 0.11 | 0.17 | 0.32** | 0.07 | 0.17* | − 0.12 | 0.27 | 0.93 | 0.87 |
SD | - | - | - | 1.14 | 1.71 | 0.83 | 1.41 | 1.21 | 1.07 | 1.02 | 1.11 | 1.17 | 1.04 | -- |
MN | - | - | - | 3.15 | 5.67 | 4.12 | 4.17 | 3.12 | 3.51 | 2.71 | 3.79 | 4.11 | 5.02 | -- |
5.3 Hypotheses Testing
Path | Hypothesis | Path Coefficient/R2 | p- value | Remark |
---|---|---|---|---|
Effects on ICP | 0.51 | |||
by CC | H1a | 0.46 | * | Supported |
by EQ | H1b | 0.09 | NS | Not Supported |
by RL | H1c | 0.42 | * | Supported |
Effects on IFP | 0.47 | |||
by CE | H2a | 0.53 | *** | Supported |
by SC | H2b | 0.47 | ** | Supported |
by CEM | H2c | 0.08 | NS | Not Supported |
Effects on IVC | 0.62 | |||
by ICP | H3 | 0.58 | * | Supported |
by IFP | H4 | 0.52 | ** | Supported |
Effects on BB | 0.76 | |||
by IVC | H5 | 0.61 | *** | Supported |
5.4 Moderation Analysis
Mediation Hypothesis | Indirect Effect | p-value | LCL | UCL |
---|---|---|---|---|
Age → IVC → BB | 0.12 | 0.02 | 0.05 | 0.21 |
Gender → IVC→ BB | 0.13 | 0.00 | 0.07 | 0.27 |
Education → IVC → BB | 0.15 | 0.01 | 0.03 | 0.17 |
Construct | Path | Path Coefficient | Correlation | R2(%) |
---|---|---|---|---|
CC | CC→ICP | 0.46** | 0.32** | 47.17 |
EQ | EQ→ICP | 0.09 (ns) | 0.22* | 21.20 |
RL | RL→ICP | 0.42* | 0.21* | 20.90 |
CE | CE→IFP | 0.53*** | 0.32** | 47.11 |
SC | SC→IFP | 0.47** | 0.23* | 23.40 |
CEM | CEM→IFP | 0.08 (ns) | 0.01* | 4.31 |