Using Causal Maps to Analyse the Major Root Causes of Household Food Waste: Results of a Survey among People from Central and Southern Italy
Abstract
:1. Introduction
2. Materials and Methods
Methodical Approach and the Structure of the On-Line Survey
- (I)
- The socio-demographic characteristics of the respondents: region of residence, age, gender, family status, level of education, household composition and size, occupation, and monthly income.
- (II)
- Food shopping purchases, household food expenditure and FW estimation: questions related to this section aimed to check weekly expenditure for food and non-alcoholic beverages, per capita daily food waste, products most wasted, and the behaviour and attitude of Italians towards shopping.
- (III)
- Consumer behaviour: in this section, a set of possible causes of food waste was put forward and the participants were asked to select those they believed to be the cause of their waste.
- (IV)
- Willingness and information needed to reduce food waste: in the last section, a list of possible measures to tackle FW was proposed and the respondents were asked to express their opinions.
3. Results
3.1. Sample Description
3.2. Descriptive Statistics
- -
- improving knowledge in the techniques of food preservation;
- -
- cooking proper portions;
- -
- making available and buying single portions for students and/or for those who live alone;
- -
- checking the expiry dates; and,
- -
- organizing one’s weekly balanced diet and shopping, using shopping lists.
- (1)
- waste separation for collection;
- (2)
- action to minimize or eliminate waste; and,
- (3)
- obtaining more information on the impact waste has on the environment.
- (1)
- The socio-demographic characteristics of the consumer (age, gender, family status, level of education, household size, and monthly income).
- (2)
- Food shopping purchases: factors that influence household food waste. These constraints are associated with the frequency of food purchases and the location of food shopping.
- (3)
- Consumer behaviour: poor culinary skills, such as cooking or buying too much, not using food in time, a lack of confidence in using leftovers, incorrect conservation, and so on.
3.3. Linear Regression Analysis and Causal Maps
4. Discussion
4.1. Amount of Food Waste and Products Most Wasted
4.2. Connections between Food Shopping Purchases and Food Waste
4.3. Consumer Behaviour and the Major Root Causes of Food Waste
4.4. The Socio-Demographic Variables
4.5. The Good Intentions of the Respondents and the Actions Against Food Waste
5. Conclusions
Funding
Conflicts of Interest
References
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Items | Absolute Value | Percentage (%) | |
---|---|---|---|
Gender€ | Male | 242 | 24 |
Female | 766 | 76 | |
Age | 18–27 | 413 | 41 |
28–37 | 222 | 22 | |
38–47 | 131 | 13 | |
48–57 | 111 | 11 | |
58–67 | 91 | 9 | |
68 and over | 40 | 4 | |
Family status | Single person household | 413 | 41 |
Living with parents | 222 | 22 | |
Living with partner | 181 | 18 | |
Married with children | 121 | 12 | |
Divorced | 51 | 5 | |
Other (housemaid) | 20 | 2 | |
Level of education | Without qualifications | 40 | 4 |
Primary school | 81 | 8 | |
Secondary school | 605 | 60 | |
University degree | 222 | 22 | |
Higher degree (MSc, PhD) | 60 | 6 | |
Household composition (number of members) | 1 to 2 | 272 | 27 |
3 to 4 | 544 | 54 | |
5 to 6 | 151 | 15 | |
>7 | 40 | 4 | |
Occupation | In paid work (full time) | 101 | 10 |
In paid work (part-time) | 60 | 6 | |
Student | 413 | 41 | |
Unemployed and looking for work | 30 | 3 | |
Unemployed and not looking for work | 50 | 5 | |
Housewife | 202 | 20 | |
Discharged | 101 | 10 | |
Pensioner | 51 | 5 | |
Monthly income (€) | €0–400 | 212 | 21 |
€401–800 | 302 | 30 | |
€801–1200 | 141 | 14 | |
€1201–1600 | 111 | 11 | |
€1601–2000 | 60 | 6 | |
€2001–2400 | 122 | 12 | |
>€2400 | 60 | 6 |
Items | Absolute Value | Percentages (%) | |
---|---|---|---|
Weekly expenditure for food and non-alcoholic beverages (€) | €0–50 | 161 | 16 |
€51–90 | 373 | 37 | |
€91–120 | 192 | 19 | |
€121–160 | 151 | 15 | |
€161–200 | 91 | 9 | |
>€200 | 40 | 4 | |
Pro-capita daily food waste (g) | 0–50 g | 312 | 31 |
51–100 g | 413 | 41 | |
101–150 g | 131 | 13 | |
151–200 g | 91 | 9 | |
>200 g | 60 | 6 |
Variables | Mean | SD | Min | Max | CV |
---|---|---|---|---|---|
Age (year) | 35.94 | 15.46 | 18 | 85 | 0.43 |
Monthly income (€) | 1062.83 | 776.47 | 180 | 3560 | 0.73 |
Weekly expenditure on food and non-alcoholic beverages (€) | 100.73 | 51.08 | 15 | 300 | 0.51 |
Per capita daily food waste (g) | 91.84 | 58.65 | 10 | 290 | 0.64 |
Variables | Item | N. Obs. | Frequency |
---|---|---|---|
Food shopping purchases | |||
Frequency of food purchases | 0 = less than 2 times/week | 484 | 48% |
1 = 2 times/week or more | 524 | 52% | |
Food shopping stores | 0 = supermarkets | 575 | 57% |
1 = mini-markets | 433 | 43% | |
Socio-demographic variables | |||
Gender | 0 = female | 766 | 76% |
1 = male | 322 | 24% | |
Family status | 0 = single | 413 | 41% |
1 = married | 595 | 59% | |
Level of education | 0 = without qualifications | 40 | 4% |
1 = with qualification | 1048 | 96% | |
Household size | 0 = less than 2 people | 272 | 27% |
1 = 2 people or more | 816 | 73% |
Major Root Causes of Food Waste | Range Min-Max | Mean | SD | CV |
---|---|---|---|---|
Expired food | 0–5 | 1.057 | 1.182 | 1.118 |
Bad smell | 0–5 | 0.804 | 1.028 | 1.279 |
Bad taste | 0–5 | 0.790 | 1.066 | 1.351 |
It has mould | 0–5 | 0.628 | 0.870 | 1.385 |
Over generous portions | 0–5 | 0.494 | 1.033 | 2.091 |
Wrong conservation | 0–5 | 0.357 | 0.779 | 2.182 |
It does not look good | 0–5 | 0.303 | 0.692 | 2.284 |
Leftovers from previous days | 0–5 | 0.295 | 0.722 | 2.447 |
It was left in the fridge | 0–5 | 0.223 | 0.608 | 2.726 |
I did not like it | 0–5 | 0.174 | 0.526 | 3.023 |
Package size | 0–5 | 0.143 | 0.484 | 3.385 |
Difficult to measure portions correctly | 0–5 | 0.138 | 0.486 | 3.522 |
Poor culinary skills | 0–5 | 0.122 | 0.478 | 3.918 |
The label is confusing | 0–5 | 0.053 | 0.309 | 0.587 |
Per-capita Daily Food Waste. | Coef. | Std. Err. | t | P > |t| |
---|---|---|---|---|
Age | −0.116 | 0.087 | −1.32 | 0.187 |
Gender | −199.411 *** | 1.315 | −15.16 | 0.000 |
Family status | −6.268 *** | 1.995 | −3.14 | 0.002 |
Level of education | 3.473 | 2.137 | 1.63 | 0.104 |
Household size | −1.074 *** | 3.435 | −3.13 | 0.002 |
Montly income | 0.018 *** | 0.002 | 7.88 | 0.000 |
Weekly expenditure for food and non-alcoholic beverages | 0.262 *** | 0.026 | 10.22 | 0.000 |
Frequency of food purchases | −3.748 *** | 3.648 | −10.27 | 0.000 |
Food shopping stores | −1.102 *** | 142.205 | −7.75 | 0.000 |
Expired food | 4.112 *** | 163.234 | 2.52 | 0.012 |
Bad smell | 2.873 *** | 3.025 | 9.50 | 0.000 |
Bad taste | −1.998 *** | 3.141 | −6.36 | 0.000 |
It has mold | −2.285 *** | 3.281 | −6.96 | 0.000 |
Generous portions | −6.675 *** | 1.993 | −3.35 | 0.001 |
Wrong conservation | −1.073 *** | 3.241 | −3.31 | 0.001 |
It does not look good | 7.606 *** | 3.064 | 2.48 | 0.013 |
Leftovers of previous days | 9.397 *** | 307.732 | 3.05 | 0.002 |
It remain in the fridge | 8.053*** | 2.765 | 2.91 | 0.004 |
I did not like it | 2.088 | 3.171 | 0.66 | 0.510 |
Package size | 2.581 *** | 3.440 | 7.50 | 0.000 |
I’m not use to measure the portions | 5.694 | 4.685 | 1.22 | 0.224 |
Poor culinary skills | 2.009 *** | 4.936 | 4.07 | 0.000 |
The label confuses | −1.965 *** | 3.976 | −4.94 | 0.000 |
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Fanelli, R.M. Using Causal Maps to Analyse the Major Root Causes of Household Food Waste: Results of a Survey among People from Central and Southern Italy. Sustainability 2019, 11, 1183. https://doi.org/10.3390/su11041183
Fanelli RM. Using Causal Maps to Analyse the Major Root Causes of Household Food Waste: Results of a Survey among People from Central and Southern Italy. Sustainability. 2019; 11(4):1183. https://doi.org/10.3390/su11041183
Chicago/Turabian StyleFanelli, Rosa Maria. 2019. "Using Causal Maps to Analyse the Major Root Causes of Household Food Waste: Results of a Survey among People from Central and Southern Italy" Sustainability 11, no. 4: 1183. https://doi.org/10.3390/su11041183
APA StyleFanelli, R. M. (2019). Using Causal Maps to Analyse the Major Root Causes of Household Food Waste: Results of a Survey among People from Central and Southern Italy. Sustainability, 11(4), 1183. https://doi.org/10.3390/su11041183