| Literature DB >> 33184533 |
Jennifer L Black1, Darlene Seto2.
Abstract
Food banks have grown substantially in Canada since the 1980s but little is known about patterns or predictors of engagement including frequency or duration of service use. This study examined food bank program data from a large food bank organization in Vancouver, Canada, finding that between January 1992 and June 2017, at least 116,963 individuals made over 2 million food bank visits. The majority of members were engaged for a short time and came for relatively few visits, but 9% of members engaged in longer-term episodic or ongoing usage over several years, accounting for 65% of all visits. Results from cluster and regression analyses found that documented health and mobility challenges, larger household size, primary income source, and older age were predictors of higher frequency and duration of service usage. Findings add to growing critical examinations of the "emergency food system" highlighting the need for better understanding of the broader social policies influencing food bank use.Entities:
Keywords: Canada; Cluster analysis; Emergency food system; Food banks
Year: 2018 PMID: 33184533 PMCID: PMC7608732 DOI: 10.1007/s11266-018-0039-2
Source DB: PubMed Journal: Voluntas
Fig. 1Number of food bank sites operated each year by the Greater Vancouver Food Bank (1992–2017)
Characteristics of food bank use by Greater Vancouver Food Bank members by service usage cluster type (1992–2017)
| Total population | Cluster 1 | Cluster 2 | Cluster 3 | |||||
|---|---|---|---|---|---|---|---|---|
| Mean 2.5 | SD 4.5 | Mean 1.9 | SD 3.8 | Mean 8.6 | SD 5.4 | Mean 13.8 | SD 4.6 | |
| Median 0.3 | Median 0.2 | Median 7 | Median 13.4 | |||||
| < 1 Year | 73,274 | 62.7% | 73,274 | 68.5% | – | – | – | – |
| 1–5 Years | 22,806 | 19.5% | 20,139 | 18.8% | 2667 | 32.3% | – | – |
| > 5 Years | 20,883 | 17.9% | 13,508 | 12.6% | 5580 | 67.7% | 1795 | 100% |
| Mean 19 | SD 50 | Mean 7 | SD 11 | Mean 109 | SD 42 | Mean 322 | SD 94 | |
| Median 3 | Median 3 | Median 98 | Median 294 | |||||
| 1 | 32,980 | 28.2% | 32,980 | 30.8% | – | – | – | – |
| 2–5 | 40,819 | 34.9% | 40,819 | 38.2% | – | – | – | – |
| 6–10 | 12,448 | 10.6% | 12,448 | 11.6% | – | – | – | – |
| 11–50 | 19,392 | 16.6% | 19,392 | 18.2% | – | – | – | – |
| > 50 | 11,324 | 9.5% | 1282 | 1.2% | 8247 | 100% | 1795 | 100% |
| Mean 15 | SD 31 | Mean 15 | SD 33 | Mean 17 | SD 10 | Mean 25 | SD 7 | |
| Median 5 | Median 3 | Median 16 | Median 26 | |||||
| Mean 2 | SD 1 | Mean 2 | SD 1 | Mean 3 | SD 2 | Mean 3 | SD 2 | |
| Median 1 | Median 1 | Median 2 | Median 3 | |||||
| 1 | 76,982 | 65.8% | 73,818 | 69.0% | 2669 | 32.36% | 495 | 27.6% |
| 2 | 23,066 | 19.7% | 20,696 | 19.4% | 1997 | 24.21% | 373 | 20.8% |
| 3 or more | 16,915 | 14.5% | 12,407 | 11.6% | 3581 | 43.4% | 927 | 51.7% |
| Mean 3 | SD 5 | Mean 2 | SD 3 | Mean 11 | SD 9 | Mean 14 | SD 10 | |
| Median 1 | Median 1 | Median 9 | Median 12 | |||||
| 1 30-day pause | 21,248 | 18.2% | 20,819 | 19.5% | 378 | 4.6% | 51 | 2.8% |
| 2–5 30-day pauses | 26,392 | 22.6% | 24,106 | 22.6% | 1955 | 23.7% | 331 | 18.4% |
| > 5 30-day pauses | 16,312 | 14.0% | 9225 | 8.6% | 5700 | 69.1% | 1387 | 77.3% |
| Mean 0 | SD 1 | Mean 0 | SD 1 | Mean 1 | SD 1 | Mean 1 | SD 1 | |
| Median 0 | Median 0 | Median 1 | Median 0 | |||||
| 1 full-year pause | 19,112 | 16.3% | 16,464 | 15.4% | 2169 | 26.3% | 479 | 26.7% |
| 2–5 full-year pauses | 11,028 | 9.4% | 8472 | 7.9% | 2201 | 26.7% | 355 | 19.8% |
| > 5 full-year pause | 270 | 0.7% | 176 | 0.2% | 90 | 1.1% | 1 | 0.1% |
| Mean 0 | SD 0 | Mean 0 | SD 0 | Mean 0 | SD 0 | Mean 0 | SD 0 | |
| Median 0 | Median 0 | Median 0 | Median 0 | |||||
| 1 or more 5 year pauses | 9736 | 8.3% | 8190 | 7.7% | 1361 | 16.5% | 185 | 10.3% |
Results of adjusted regression models and 95% confidence intervals examining associations with elapsed years of food bank engagement, number of total food bank visits, odds of remaining engaged after 1 year and 5 years, and cumulative hazards of engagement
| Elapsed yearsa | Total visitsb | Returned after 1 yearc | Returned after 5 yearsd | Hazard modele | |
|---|---|---|---|---|---|
| Female (reference) | 0 [0, 0] | 1 [1, 1] | 1 [1, 1] | 1 [1, 1] | 1 [1, 1] |
| Male | 0.24*** [0.18, 0.29] | 0.98 [0.95, 1.01] | 1.12*** [1.08, 1.15] | 1.16*** [1.12, 1.20] | 0.93*** [0.92, 0.95] |
| Unknown gender | − 1.01*** [− 1.22, − 0.80] | 0.31*** [0.24, 0.40] | 0.38*** [0.30, 0.49] | 0.20*** [0.12, 0.33] | 1.14* [1.03, 1.27] |
0.002*** [0.0002, 0.003] | 1.02*** [1.02, 1.02] | 1.01*** [1.02, 1.01] | 1.004*** [1.002, 1.005] | 0.997*** [0.996, 0.998] | |
| Recent employment/student loane (reference) | 0 [0, 0] | 1 [1, 1] | 1 [1, 1] | 1 [1, 1] | 1 [1, 1] |
| Savings/immigrant/other income/none | − 0.37*** [− 0.48, − 0.27] | 0.99 [0.93, 1.06] | 0.82*** [0.77, 0.87] | 0.80*** [0.73, 0.86] | 1.15*** [1.10, 1.19] |
| Social assistance | − 0.24*** [− 0.34, − 0.14] | 0.98 [0.93, 1.05] | 1.08** [1.02, 1.14] | 0.96 [0.90, 1.03] | 1.04* [1.11, 1.19] |
| Disability income | 3.15*** [3.00, 3.30] | 1.82*** [1.69, 1.95] | 3.65*** [3.40, 3.92] | 4.25*** [3.62, 4.61] | 0.60*** [0.58, 0.62] |
| Pension | 1.28*** [1.10, 1.46] | 1.57*** [1.44, 1.70] | 1.70*** [1.55, 1.86] | 2.14*** [1.92, 2.39] | 0.85*** [0.81, 0.88] |
| Unknown income | 1.61*** [1.48, 1.73] | 1.88*** [1.75, 2.02] | 1.91*** [1.78, 2.04] | 2.69*** [2.46, 2.94] | 0.78*** [0.76, 0.81] |
0.80*** [0.77, 0.83] | 1.33*** [1.29, 1.33] | 1.60*** [1.57, 1.63] | 1.61*** [1.58, 1.64] | 0.85*** [0.84, 0.85] | |
6.60*** [6.26, 6.94] | 3.85*** [3.58, 4.14] | 15.76*** [13.10, 18.95] | 32.39*** [26.37, 39.79] | 0.42*** [0.40, 0.43] | |
0.26*** [0.16, 0.37] | 1.16*** [1.10, 1.22] | 1.12*** [1.06, 1.19] | 1.26*** [1.17, 1.40] | 0.94*** [0.92, 0.96] | |
| 107,826 | 107,826 | 106,614 | 97,602 | 75,340 | |
All models additionally controlled for year of member’s first visit, city of residence (Vancouver, Burnaby, New Westminster, North Vancouver, or unknown/other), and an indicator variable for the food bank program site most frequently visited. All models used robust standard errors
aOrdinary least squares regression (beta coefficients)
bPoisson regression (incidence rate ratios)
cLogistic regression (odds ratios)
dNon-censored Cox proportional hazards models (hazard ratios)
eThe reference group includes members who reported income from part-time or full-time employment, student loans, Employment Insurance, parental leave, or Workers’ Compensation
f9137 were dropped from fully adjusted regression analyses owing to missing data on variables included in the models; logistic regression models of odds of returning after 1 or 5 years excluded members whose date of first visit was less than 1 or 5 years, respectively, before June 2017 and hazard models excluded members who only came for a single visit and never returned
Socio-demographic characteristics of Greater Vancouver Food Bank members by service usage cluster type (1992–2017)
| Characteristic | Total population | Cluster 1 | Cluster 2 | Cluster 3 | ||||
|---|---|---|---|---|---|---|---|---|
| 116,963 | 100% | 106,921 | 91.41% | 8247 | 7.05% | 1795 | 1.53% | |
| Female | 49,178 | 42.05% | 44,243 | 41.38% | 3993 | 48.42% | 942 | 52.48% |
| Male | 66,975 | 57.26% | 61,897 | 57.26% | 4226 | 51.24% | 852 | 47.47% |
| Unknown | 810 | 0.69% | 781 | 0.73% | 28 | 0.34% | 1 | 0.06% |
| Mean 38.9 | SD 14.6 | Mean 38.2 | SD 14.4 | Mean 45.7 | SD 14.4 | Mean 49.4 | SD 14.5 | |
| Median 37 | Median 36 | Median 44 | Median 48 | |||||
| 17–34 | 51,024 | 43.62% | 48,873 | 45.71% | 1866 | 22.63% | 285 | 15.88% |
| 35–54 | 48,295 | 41.29% | 43,260 | 40.46% | 4166 | 50.52% | 869 | 48.41% |
| 55–64 | 9194 | 7.86% | 7796 | 7.29% | 1107 | 13.42% | 291 | 16.21% |
| > 65 | 6999 | 5.98% | 5653 | 5.29% | 1009 | 12.23% | 337 | 18.77% |
| Unknown | 1451 | 1.24% | 1339 | 1.25% | 99 | 1.20% | 13 | 0.72% |
| Recent employment/student loana | 8366 | 7.15% | 7769 | 7.27% | 487 | 5.91% | 110 | 6.13% |
| Savings/immigrant/other/none | 16,684 | 14.26% | 15,467 | 14.47% | 1007 | 12.21% | 210 | 11.70% |
| Social assistance | 52,214 | 44.64% | 48,853 | 45.69% | 2745 | 33.28% | 616 | 34.32% |
| Disability income | 8607 | 7.36% | 7066 | 6.61% | 1288 | 15.62% | 253 | 14.09% |
| Pension | 3573 | 3.05% | 3361 | 2.87% | 584 | 7.08% | 242 | 13.48% |
| Missing income data | 27,519 | 23.53% | 27,019 | 23.40% | 2136 | 25.90% | 364 | 20.28% |
| Vancouver | 82,427 | 70.47% | 75,420 | 70.54% | 5769 | 69.95% | 1238 | 68.97% |
| Burnaby | 17,260 | 14.76% | 15,692 | 14.68% | 1312 | 15.91% | 256 | 14.26% |
| North Vancouver | 4705 | 4.02% | 4372 | 4.09% | 263 | 3.19% | 70 | 3.90% |
| New Westminster or other | 12,571 | 10.75% | 11,437 | 10.70% | 903 | 10.95% | 231 | 12.87% |
| 0 | 92,774 | 79.32% | 86,858 | 81.24% | 4945 | 59.96% | 971 | 54.09% |
| 1 | 11,990 | 10.25% | 10,098 | 9,44% | 1494 | 18.12% | 398 | 22.17% |
| 2 | 6183 | 5.29% | 5261 | 4.92% | 746 | 9.05% | 176 | 9.81% |
| 3 or more | 6016 | 5.14% | 4704 | 4.39% | 1062 | 12.87% | 250 | 13.93% |
| Shares food with 1 or more children < 18 years | 15,396 | 13.16% | 13,031 | 12.19% | 1936 | 23.48% | 429 | 23.90% |
| Single parent | 7658 | 6.55% | 6740 | 6.30% | 765 | 9.28% | 153 | 8.52% |
| 1219 | 1.04% | 532 | 0.50% | 428 | 5.19% | 259 | 14.43% | |
aThis income category includes members with reported income sources from part-time or full-time employment, student loans, Employment Insurance, parental leave, or Workers’ Compensation
bSingle parents defined as members who shared allotments with at least one person age 18 or younger the year of their first visit, but did not share with any other adults. These members would also be included in the variable “Shares food with 1 or more children < 18 years” which also includes households sharing with other adults
Fig. 2Household composition of primary food bank members. Members’ household composition was classified based on the number of sharing members on record and the age of the sharing members at the year of the primary member’s first visit
Fig. 3Number of new members logging a first visit each year at the Greater Vancouver Food Bank (1992–2016). This graph excluded 2017 because data were only available until June of that year
Fig. 5Elapsed years between first and last visit and total number of food bank visits, by cluster group for a random sample of food bank members. This graphic represents a stratified random sample of 1% of each cluster subgroup (n = 1169). 1 = transitional members (n = 1069); 2 = episodic members (n = 82); 3 = chronic members (n = 18)
Fig. 4Proportion of food bank members, by service usage cluster type
Fig. 6Mean number of visits on record per member by cluster grouping, by year of members’ first visit
Fig. 7Kaplan–Meier survival curves by primary income source. Probability estimates displayed on the y-axis describe the proportion of primary food bank members who returned for a subsequent visit beyond the time specified on the x-axis