| Literature DB >> 29986474 |
Song-Lin Wong1, Cheng-Chin Hsu2, Han-Shen Chen3,4.
Abstract
Food system and food safety have drawn spontaneous global attention due to the effect of substantial environmental concerns. Three billion tons of food are wasted every year, estimated as being a third of all produced food. The production of much of this waste is directly linked to the unwillingness to sell, purchase, and consume suboptimal food that have deviated from regular products in terms of appearance standards, date labeling, or damaged packaging. Yet empirical research on this issue is scarce. This study aims to develop an extended Theory of Planned Behavior (TPB) research model, which includes environmental concern and sensory appeal to predict consumers' purchase intention to suboptimal foods. A total of 539 respondents collected in Taiwan as data input. The empirical results of structural equation modeling (SEM) indicate that consumers' attitude was the main predictor of their intention to purchase suboptimal foods. Interestingly, this research showed that both perceived behavioral control and subjective norms were not significant predictors of intention. Furthermore, adding environmental concern and sensory appeal as the additional constructs to the TPB significantly increased the explanatory power of the standard model. These findings provide important insights for suboptimal food and useful recommendations for marketing channels, suggesting that promotion of suboptimal food may be the key to potential business.Entities:
Keywords: environmental concern; extended theory of planned behavior (TPB); food security; sensory appeal
Mesh:
Year: 2018 PMID: 29986474 PMCID: PMC6069418 DOI: 10.3390/ijerph15071431
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Theory of planned behavior.
Figure 2Conceptual framework and hypotheses of the study. H1. ATT will positively affect PI; H2. SN will positively affect PI; H3. PBC will positively affect PI; H4. EC will positively affect PI; H5. SA will positively affect PI.
Constructs/variables and corresponding measuring statements included in the questionnaire.
| Construct/Variable | Number of Statements | Measuring Items | Sources of Adoption |
|---|---|---|---|
| Attitude (ATT) | 4 | Buying suboptimal food is a good idea. Buying suboptimal food is a wise choice. I like the idea of buying suboptimal food. Buying suboptimal food would be pleasant. | Wang et al. [ |
| Subjective Norm (SN) | 3 | Most people, important to me, think that I should buy suboptimal food. Most people, important to me, would want me to purchase suboptimal food. People whose opinion I value would prefer that I should buy suboptimal food. | Han et al. [ |
| Perceived Behavioral Control (PBC) | 3 | If I wanted to, I could buy suboptimal food instead of nonorganic food. I think it is easy for me to buy suboptimal food. It is mostly up to me whether or not to buy suboptimal food. | Ajzen [ |
| Environmental Concern (EC) | 4 | The balance of nature is very delicate and can be easily upset. Human beings are severely abusing the environment. Humans must maintain the balance with nature in order to survive. Human interferences with nature often produce disastrous consequences. | Roberts & Bacon [ |
| Sensory Appeal (SA) | 3 | Suboptimal food looks nice. Suboptimal food has a pleasant texture. Suboptimal food tastes good. | Steptoe et al. [ |
| Purchase Intention (PI) | 4 | I am willing to consume suboptimal food if they are available for purchase I intend to consume suboptimal food if they are available for purchase I plan to consume suboptimal food if they are available for purchase I will try to consume suboptimal food if they are available for purchase | Ajzen [ |
Sample characteristics.
| Variable | Categories | Frequency | Percentage |
|---|---|---|---|
| Gender | Male | 173 | 32.1 |
| Female | 366 | 67.9 | |
| Age | Less than 20 years | 21 | 3.9 |
| 20–35 years | 168 | 31.2 | |
| 36–50 years | 287 | 53.2 | |
| More than 50 years | 63 | 11.7 | |
| Marital Status | Single | 137 | 25.4 |
| Married | 345 | 64.0 | |
| Divorced/Widow | 57 | 10.6 | |
| Family size | 1 person | 38 | 7.1 |
| 2–4 persons | 236 | 43.8 | |
| 5–6 persons | 195 | 36.2 | |
| More than 6 persons | 70 | 12.9 | |
| Personal income monthly (TWD) | Less than 20,000 | 35 | 6.5 |
| 20,001–40,000 | 166 | 30.8 | |
| 40,001–60,000 | 253 | 46.9 | |
| More than 60,000 | 85 | 15.8 |
TWD = Taiwan Dollar.
Results of factor loading, reliability and validity.
| Constructs | Items | Factor Loading | Cronbach’s α | CR | AVE |
|---|---|---|---|---|---|
| Attitude (ATT) | ATT1 | 0.826 | 0.890 | 0.865 | 0.748 |
| ATT2 | 0.818 | ||||
| ATT3 | 0.832 | ||||
| ATT4 | 0.795 | ||||
| Subjective Norm (SN) | SN1 | 0.790 | 0.884 | 0.912 | 0.750 |
| SN2 | 0.828 | ||||
| SN3 | 0.801 | ||||
| Perceived Behavioral Control (PBC) | PBC1 | 0.703 | 0.809 | 0.821 | 0.623 |
| PBC2 | 0.836 | ||||
| PBC3 | 0.716 | ||||
| Environmental Concern (EC) | EC1 | 0.762 | 0.761 | 0.705 | 0.673 |
| EC2 | 0.706 | ||||
| EC3 | 0.794 | ||||
| EC4 | 0.815 | ||||
| Sensory Appeal (SA) | SA1 | 0.793 | 0.826 | 0.741 | 0.704 |
| SA2 | 0.825 | ||||
| SA3 | 0.807 | ||||
| Purchase Intention (PI) | PI1 | 0.782 | 0.835 | 0.826 | 0.726 |
| PI2 | 0.797 | ||||
| PI3 | 0.804 | ||||
| PI4 | 0.816 |
CR = Composite reliability, AVE = Average variance extracted.
Means, standard deviations and correlations of constructs.
| Construct | Mean | S.D. | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|---|---|
| 1. Attitude (ATT) | 6.05 | 0.83 | 1.00 | |||||
| 2. Subjective Norm (SN) | 4.36 | 1.12 | 0.24 | 1.00 | ||||
| 3. Perceived Behavioral Control (PBC) | 5.27 | 1.26 | 0.26 | 0.38 | 1.00 | |||
| 4. Environmental Concern (EC) | 5.41 | 1.05 | 0.42 | 0.37 | 0.35 | 1.00 | ||
| 5. Sensory Appeal (SA) | 5.26 | 1.16 | 0.51 | 0.48 | 0.33 | 0.41 | 1.00 | |
| 6. Purchase Intention (PI) | 6.12 | 1.24 | 0.48 | 0.42 | 0.37 | 0.31 | 0.45 | 1.00 |
Summary of Goodness-of Fit Indices for the Structural Models.
| Model | GFI | TLI | RMSEA | IFI | ||
|---|---|---|---|---|---|---|
| Structural model | 203.653 | 1.182 | 0.935 | 0.981 | 0.032 | 0.988 |
| Recommended value | N/A | ≥0.90 | ≥0.90 | ≥0.90 | <0.08 | ≥0.90 |
Figure 3Results of SEM. ** p < 0.01; *** p < 0.001; GFI = 0.935; AGFI = 0.891; TLI = 0.981; CFI = 0.986; RMSEA = 0.032.
Summary of hypothesis verification.
| Hypothesis | Content | Verification |
|---|---|---|
| H1 | Attitude will positively affect purchase intention of suboptimal food. | Accepted |
| H2 | Subjective norm will positively affect purchase intention of suboptimal food. | Rejected |
| H3 | Perceived behavioral control will positively affect purchase intention of suboptimal food. | Accepted |
| H4 | Environmental concerns will positively affect purchase intention of suboptimal food. | Accepted |
| H5 | Sensory appeal will positively affect purchase intention of suboptimal food. | Accepted |