What Drives the Food Safety Certification: A Qualitative Comparative Analysis of Food Companies in China
Abstract
:1. Introduction
2. Theory and Research Model
2.1. Ownership Nature
2.2. Media Attention
2.3. Mission Statements Regarding Food Safety Concerns
2.4. Ownership Concentration
2.5. Company Size
3. Materials and Methods
3.1. QCA
3.2. Sample
3.3. Variable
3.3.1. Outcome Variable
3.3.2. Condition Variable
- (1)
- Mission statements regarding food safety concerns (MSFC):
- (2)
- Media attention (Medatt):
- (3)
- Ownership nature (OWN):
- (4)
- Ownership concentration (First):
- (5)
- Company size (Size):
4. Results
4.1. Descriptive Statistics
4.2. Calibration of Outcome Variables and Conditional Variables
4.3. Analysis of the Necessity of Single Causal Conditions
4.4. Truth Table Analysis
5. Discussion
5.1. Analysis of Combinations
5.2. Result Analysis
5.2.1. Role of Ownership Nature and Media Attention on Food Safety Certification
5.2.2. Dual Role of Company Size in Food Safety Certification
5.2.3. Role of External Factors and Internal Situational Factors in Different Property Rights
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
References
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Variables | Description | Data Sources | |
---|---|---|---|
Outcome | FQ | If there are ISO 22000, ISO 9000, or HACCP certifications, the value is 1; otherwise, it is 0 | National certification and accreditation information public service platform |
Condition | MSFC | The proportion of food safety in the total field of mission statement | Company annual report, official website |
Medatt | Ln (total number of media reports + 1) | CNKI full text database of important Chinese newspapers | |
OWN | For state-owned companies, the value is 1; for non-state-owned companies, the value is 0 | CSMAR | |
First | Shareholding ratio of the largest shareholder | CSMAR | |
Size | ln (total assets at the end of the year) | CSMAR |
Variables | N | Min | Max | Mean | STD |
---|---|---|---|---|---|
FQ | 115 | 0.0000 | 1.0000 | 0.7478 | 0.4362 |
MSFC | 115 | 0.0000 | 1.0000 | 0.0728 | 0.1055 |
Medatt | 115 | 0.0000 | 5.7991 | 1.8234 | 1.3276 |
OWN | 115 | 0.0000 | 1.0000 | 0.3739 | 0.4860 |
First | 115 | 0.1041 | 0.7966 | 0.3712 | 0.1399 |
Size | 115 | 20.3607 | 25.7975 | 22.2461 | 1.0701 |
Variables | Calibration | ||
---|---|---|---|
Complete Membership Point | Intersection Point | No Membership Points At All | |
FQ | 1.0000 | / | 0.0000 |
MSFC | 0.2000 | 0.0556 | 0.0000 |
Medatt | 4.2073 | 1.7918 | 0.0000 |
OWN | 1.0000 | / | 0.0000 |
First | 0.5944 | 0.3579 | 0.1683 |
Size | 24.2883 | 22.0639 | 20.8674 |
Condition Variables | Obtain Food Safety Certification | Condition Variables | Obtain Food Safety Certification | ||
---|---|---|---|---|---|
Consistency | Coverage | Consistency | Coverage | ||
MSFC | 0.4736 | 0.7874 | ~MSFC | 0.5264 | 0.7155 |
Medatt | 0.4986 | 0.7877 | ~Medatt | 0.5014 | 0.7120 |
OWN | 0.3721 | 0.7442 | ~OWN | 0.6279 | 0.7500 |
First | 0.5123 | 0.7645 | ~First | 0.4877 | 0.7310 |
Size | 0.4877 | 0.7613 | ~Size | 0.5123 | 0.7354 |
--- Parsimonious Solution --- | |||
---|---|---|---|
frequency cutoff: 1 | |||
consistency cutoff: 0.814711 | |||
raw coverage | unique coverage | consistency | |
Medatt*OWN*Size | 0.17407 | 0.125698 | 0.839126 |
MSFC*OWN*~First*~Size | 0.0848837 | 0.0365117 | 0.877404 |
MSFC*Medatt*~OWN*First*~Size | 0.111047 | 0.111046 | 0.83479 |
solution coverage: 0.321628 | |||
solution consistency: 0.845355 |
--- Intermediate Solution --- | |||
---|---|---|---|
frequency cutoff: 1 | |||
consistency cutoff: 0.814711 | |||
raw coverage | unique coverage | consistency | |
MSFC*OWN*~First*~Size | 0.0848837 | 0.0380233 | 0.877404 |
~MSFC*Medatt*OWN*Size | 0.116628 | 0.0122094 | 0.814785 |
Medatt*OWN*First*Size | 0.145698 | 0.037093 | 0.83925 |
MSFC*Medatt*~OWN*First*~Size | 0.111047 | 0.111046 | 0.83479 |
solution coverage: 0.309651 | |||
solution consistency: 0.845129 |
Conditional Variable | Solution | |||
---|---|---|---|---|
1 | 2 | 3a | 3b | |
MSFC | ● | ● | ⊗ | |
Medatt | ● | ● | ● | |
OWN | ● | ⊗ | ● | ● |
First | ⊗ | ● | ● | |
Size | ⊗ | ⊗ | ● | ● |
Consistency | 0.877404 | 0.83479 | 0.83925 | 0.814785 |
Raw coverage | 0.084884 | 0.111047 | 0.145698 | 0.116628 |
Unique coverage | 0.038023 | 0.111046 | 0.037093 | 0.012209 |
Solution coverage | 0.309651 | |||
Solution consistency | 0.845129 |
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Lin, Q.; Zhang, N.; Guan, W. What Drives the Food Safety Certification: A Qualitative Comparative Analysis of Food Companies in China. Int. J. Environ. Res. Public Health 2021, 18, 6893. https://doi.org/10.3390/ijerph18136893
Lin Q, Zhang N, Guan W. What Drives the Food Safety Certification: A Qualitative Comparative Analysis of Food Companies in China. International Journal of Environmental Research and Public Health. 2021; 18(13):6893. https://doi.org/10.3390/ijerph18136893
Chicago/Turabian StyleLin, Quan, Nana Zhang, and Wanchao Guan. 2021. "What Drives the Food Safety Certification: A Qualitative Comparative Analysis of Food Companies in China" International Journal of Environmental Research and Public Health 18, no. 13: 6893. https://doi.org/10.3390/ijerph18136893
APA StyleLin, Q., Zhang, N., & Guan, W. (2021). What Drives the Food Safety Certification: A Qualitative Comparative Analysis of Food Companies in China. International Journal of Environmental Research and Public Health, 18(13), 6893. https://doi.org/10.3390/ijerph18136893