1 Introduction
2 Systematic Literature Review
2.1 Systematic Literature Review of the Effect-side of BMI Research
Source | Methodological Approach | Object of Analysis | Main Independent Variable | Moderator/Mediator | Main Dependent Variable |
---|---|---|---|---|---|
Abrahamsson et al. (2019) | Quantitative | N/A | Business model innovation behavior/announcements | N/A | Stock market performance |
Anwar (2018) | Quantitative | Established | Business model innovation | Competitive advantage | SME performance |
Balboni et al. (2019) | Quantitative | Entrepreneurial | Business model design themes: efficiency centered novelty centered business model ambidexterity | N/A | Start-up’s growth performance |
Bock et al. (2012) | Quantitative | Established | Creative culture simplifying firm structures reconfiguring activities partner reliance | Business model innovation effort | Strategic flexibility |
Bouncken and Fredrich (2016) | Quantitative | Established | BMI firm size firm age alliance duration alliance experience | N/A | Value capture of BMI |
Brettel et al. (2012) | Quantitative | Entrepreneurial | Business model design themes: efficiency centered novelty centered | Organizational Life Cycle Stage; Relationship-specific Investments | Firm performance |
Carayannis et al. (2015) | Qualitative | Established | BMI requires the application of organization design and governance competences that incorporate resources, dynamic capabilities, and entrepreneurship | N/A | Organizational sustainability |
Casadesus-Masanell and Zhu (2013) | Formal model | Established | Entrant’s business model | N/A | Incumbents bm choice |
Clauss et al. (2019a) | Quantiative | Established | Business model innovation | N/A | Firm performance |
Clauss et al. (2019b) | Quantitative | Restaurant customers | Customers’ perceived business model innovativeness | Customer value co-creation behavior | Customer satisfaction |
Clauss (2017) | Quantitative | Both | Business model innovation (test for nomological validity during the operationalization) | N/A | Strategic flexibility |
Cucculelli and Bettinelli (2015) | Quantitative | Entrepreneurial | Business model change investment in intangibles business model change × investement in intangibles (complementarities) innovation intensity of business model change | Investement in intangibles | Firm performance |
Cucculelli and Peruzzi (2020) | Quantitative | Established | Business model change | N/A | Post crisis firm survival |
Denicolai et al. (2014) | Quantitative | Established | Size external knowledge sourcing intensity knowledge intensity | External knowledge sourcing intensity, knowledge intensity | Firm performance |
Ebel et al. (2016) | Qualitative | Established | Collaborative business modeling (business modelling by customers) | N/A | Business model development quality |
Frankenberger and Stam (2020) | Quantiative | Entrepreneurial | Extra industry business model imitation | Technological innovativeness; founders’ prior industry experience | New venture growth |
Futterer et al. (2018) | Quantitative | Established | Business model innovation | N/A | Internal corporate venturing performance |
Futterer et al. (2020) | Quantitative | N/A | Business model innovation | Degree of innovativeness | Consumers’ adoption intention |
Gerasymenko et al. (2015) | Quantitative | Entrepreneurial | Scope of venture capital firms involvement | VCF experience with business model change, recruitment of an outside CEO | Firm performance |
Guo et al. (2017) | Quantitative | Established | Opportunity recognition | Business model design: novelty-oriented | SME performance |
Guo et al. (2020) | Quantitative | Entrepreneurial | Technology orientation in business model design; consumer orientation in business model innovation | Technological openess, user interactivity | Digital start-up performance (sales growth, user growth) |
Hu (2014) | Quantitative | Established | Efficiency centered novelty centered organizational learning | Organizational learning | Technological innovation performance |
Karimi and Walter (2016) | Quantitative | Established | Business model innovation adoption | Size | Business Model Performance |
Kim and Min (2015) | Quantitative | Established | Complementary assets + early phase of bm adoption, conflicting assets | Autonomous business unit | Firm performance |
Konya-Baumbach et al. (2019) | Quantitative | Entrepreneurial | Types of revenue models of business models | N/A | Adoption intention |
Kraus et al. (2017) | Mixed method | Entrepreneurial | Business model design themes: efficiency centered novelty centered | Network | International performance |
Kulins et al. (2016) | Qualitative (fsqca) | Entrepreneurial | Business model design themes: efficiency centered, novelty centered, complementarities, lock-in | N/A | Firm performance |
Migol et al. (2018) | Quantitative | Established | Efficiency-oriented value proposition novelty-oriented value proposition complementary-oriented value proposition lock-in-oriented value proposition | N/A | Company performance (growth in sales turnover) |
Morris et al. (2013) | Quantitative | Established | 7 business model clusters | N/A | Firm performance |
Nunes and Do Val Pereira (2020) | Quantitative | Both | Business model innovation (value creation, value proposition, value capture) | N/A | Business performance |
Pati et al. (2018) | Quantitative | Both (SMEs) | Business model design themes: efficiency centered, novelty centered, business model dual design | Firm age, environmental dynamism, environmental munificience | Performance of SMEs in emerging economies |
Schneider & Spieth (2014) | Quantitative | Both | Business model innovation | N/A | Strategic flexibility |
Schrauder et al. (2018) | Quantitative | Established | Business model evaluation | Environmental turbulence | Front-end success |
Spieth et al. (2019) | Quantitative | Customers | Business model innovation elements (value offering innovation, value architecture innovation, revenue model innovation) | Brand trust | Brand loayalty, brand equity |
Tavassoli and Bengtsson (2018) | Quantitative | Established | Business model innovation | N/A | Product innovation performance |
Visnjic et al. (2016) | Quantitative | Established | Servitization product-oriented business model customer-oriented business model joint deployment (interaction) of product innovation and the product-oriented business model joint deployment (interaction) of product innovation and the customer-oriented business model | N/A | Firm performance |
Visnjic Kastalli and Van Looy (2013) | Quantitative | Established | Service sales product sales scale of service activities | N/A | Firm performance |
Wei et al. (2014) | Quantitative | Established | Technological innovation: exploitative innovation exploratory innovation | Business model design themes: efficiency centered novelty centered | Firm performance |
Wei et al. (2017) | Quantitative | Established | Business model design themes: efficiency centered, novelty centered | N/A | Firm performance |
Zott and Amit (2007) | Quantitative | Entrepreneurial | Business model design themes: efficiency centered novelty centered | Environments characterized by high/low resource munificence novelty centered × efficiency centered | Firm performance |
2.2 Business Model and Business Model Innovation
3 Conceptual Development
3.1 Business Model Innovation and Firm Performance
3.2 Business Model Innovation and Life Cycle Stages
3.3 Business Model Innovation and Product- and Service-oriented Firm Types
4 Data and Analysis
4.1 Data and Sample
Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
---|---|---|---|---|---|---|---|---|---|
1. Firm Performance | 4.55 | 1.124 | 1 | – | – | – | – | – | – |
2. Business Model Innovation | 4.24 | 1.035 | 0.373** | 1 | – | – | – | – | – |
3. Lifecycle Stage | 1.27 | 0.444 | 0.329** | 0.058 | 1 | – | – | – | – |
4. Company Size | 1.79 | 1.356 | 0.193** | 0.087 | 0.335** | 1 | – | – | – |
5. Education | 5.70 | 0.916 | 0.060 | −0.034 | −0.056 | 0.042 | 1 | – | – |
6. Age | 34.63 | 9.780 | 0.034 | 0.076 | 0.063 | 0.114 | 0.084 | 1 | – |
7. Gender | 1.86 | 0.352 | 0.032 | −0.066 | 0.068 | 0.028 | −0.049 | −0.065 | 1 |
4.2 Variables and Method
Organizational Life Cycle Stage (nominal moderator) | A firm moves through various stages during its evolution. Please choose the stage which best describes your company | Classification in earlier and later stages |
---|---|---|
Startup/conception and development | Within this company, the primary focus of our activities is on product development and design, securing adequate financial resources, and developing the market | Earlier Stages |
Commercialization/market entry | Our company has a product that performs well and meets a need in the marketplace. It has some revenues and some backlog of orders. We have the capability to produce and sell, but we have yet to firmly establish the company in the market | |
Growth | Our company is characterized by high growth rates in sales. The major internal focus is around issues of how to produce, sell, and distribute the products in volume | Later Stages |
Consolidation | Our growth rate slows to a level consistent with market growth. The primary focus of our activities is to attain profitability while maintaining growth momentum | |
Maturity/diversification | Within this company, the major internal activities include diversification efforts. We develop second or third generation products or totally new product lines and work on the penetration of new geographic markets |
5 Results
5.1 Evaluation of the Measurement Model
5.2 Evaluation of the Structural Model
Main Effect | Interaction Term | |
---|---|---|
Path Coefficient | T‑Value | |
BMI → firm performance | −0.483 | −2.349 |
Type of Firms | Interaction Term | |
---|---|---|
Path Coefficient | T‑Value | |
Product-oriented firms | −0.435 | −1.024 |
Service-oriented firms | −0.529 | −2.266 |
5.3 Additional Analysis
Business Model Innovation Elements | Interaction Term | |
---|---|---|
Path Coefficient | T‑Value | |
Value offering | −0.317 | −1.693 |
Internal value creation | −0.412 | −2.242 |
External value creation | −0.434 | −2.817 |
Financial architecture | −0.219 | −1.546 |