| Literature DB >> 34120507 |
Tyler Lian1, Kate Kutzer2, Diwas Gautam2, Howard Eisenson3, Jane C Crowder3, Emily Esmaili3, Sahil Sandhu2, Lawrence Trachtman3, Janet Prvu Bettger4,5, Connor Drake1.
Abstract
INTRODUCTION: In an effort to improve health outcomes and promote health equity, healthcare systems have increasingly begun to screen patients for unmet social needs and refer them to relevant social services and community-based organizations. This study aimed to identify factors associated with the successful connection (ie, services started) to social needs resources, as well as factors associated with an attempt to connect as a secondary, intermediate outcome.Entities:
Keywords: access to care; community health centers; needs assessment; primary care; referral and consultation; social determinants of health; underserved communities
Mesh:
Year: 2021 PMID: 34120507 PMCID: PMC8202269 DOI: 10.1177/21501327211024390
Source DB: PubMed Journal: J Prim Care Community Health ISSN: 2150-1319
Figure 1.Eligibility of screened patients for inclusion in analysis.
Demographic, Social Need, and Resource-Related Characteristics of an Analytic Sample of Patients with Referrals for Unmet Social Needs, by Connection Outcome (N = 501).
| Characteristic
. | Connection success
| Connection attempt
| Overall | ||||
|---|---|---|---|---|---|---|---|
| + | − |
| + | − |
| ||
| N | 164 | 337 | 317 | 184 | 501 | ||
| Patient demographics | |||||||
| Age, years, med. (IQR) | 51 (41-59) | 51 (41-59) | .930 | 51 (41-58) | 51 (42-60) | .312 | 51 (41-59) |
| Male | 34.6 (55) | 34.0 (109) | .919 | 32.3 (98) | 37.3 (66) | .274 | 34.2 (164) |
| Black, non-Hispanic | 52.4 (77) | 50.3 (159) | .691 | 50.9 (147) | 51.2 (89) | 1.000 | 51.0 (236) |
| White, non-Hispanic | 9.6 (14) | 7.6 (24) | .472 | 8.0 (23) | 8.5 (15) | .862 | 8.2 (38) |
| Hispanic | 37.7 (61) | 41.1 (136) | .494 | 40.6 (127) | 38.9 (70) | .775 | 40.0 (197) |
| More than high school | 24.7 (39) | 24.9 (78) | 1.000 | 24.5 (74) | 25.4 (43) | .825 | 24.8 (117) |
| Reported social needs | |||||||
| Number of social needs, med. (IQR) | 4 (3-6) | 4 (3-5) | .010 | 4 (3-6) | 4 (3-5) | .162 | 4 (3-5) |
| Uninsured | 70.7 (116) | 68.5 (228) | .679 | 71.5 (226) | 65.2 (118) | .158 | 69.2 (344) |
| Unemployed | 71.3 (114) | 68.0 (227) | .533 | 67.4 (211) | 71.8 (130) | .315 | 69.0 (341) |
| Housing insecure | 43.5 (70) | 43.2 (143) | 1.000 | 44.7 (139) | 40.9 (74) | .451 | 43.3 (213) |
| Food insecure | 43.6 (71) | 32.5 (108) | .017 | 36.7 (115) | 35.2 (64) | .771 | 36.2 (179) |
| Utilities need | 25.8 (42) | 16.0 (53) | .011 | 20.1 (63) | 17.6 (32) | .554 | 19.2 (95) |
| Healthcare access need | 45.4 (74) | 38.0 (126) | .120 | 41.9 (131) | 37.9 (69) | .395 | 40.4 (200) |
| Other material need | 17.2 (28) | 12.1 (40) | .128 | 16.3 (51) | 9.3 (17) | .031 | 13.7 (68) |
| No transport | 25.3 (41) | 19.2 (64) | .129 | 20.6 (65) | 22.2 (40) | .732 | 21.2 (105) |
| Socially isolated | 34.2 (55) | 33.9 (113) | 1.000 | 32.7 (102) | 36.3 (66) | .432 | 34.0 (168) |
| High stress | 71.2 (116) | 73.5 (244) | .593 | 73.3 (230) | 71.8 (130) | .754 | 72.7 (360) |
| Unsafe at residence | 6.8 (11) | 7.8 (26) | .856 | 8.3 (26) | 6.0 (11) | .383 | 7.4 (37) |
| Afraid of partner | 4.3 (7) | 3.0 (10) | .601 | 4.2 (13) | 2.2 (4) | .314 | 3.5 (17) |
| Referred resources | |||||||
| Service domain | |||||||
| Food | 50.0 (82) | 31.5 (106) | <.001 | 38. 5(122) | 35.9 (66) | .568 | 37.5 (188) |
| Transportation | 21.3 (35) | 8.9 (30) | <.001 | 13.9 (44) | 11.4 (21) | .491 | 13.0 (65) |
| Housing | 5.5 (9) | 11.0 (37) | .049 | 7.9 (25) | 11.4 (21) | .201 | 9.2 (46) |
| Financial | 39.0 (64) | 28.8 (97) | .025 | 31.9 (101) | 32.6 (60) | .921 | 32.1 (161) |
| Healthcare access | 53.1 (87) | 44.8 (151) | .087 | 51.1 (162) | 41.3 (76) | .041 | 47.5 (238) |
| Social/emotional health | 24.4 (40) | 29.7 (100) | .244 | 28.4 (90) | 27.2 (50) | .836 | 27.9 (140) |
| Other | 12.8 (21) | 11.3 (38) | .658 | 12.9 (41) | 9.8 (18) | .317 | 11.8 (59) |
| FQHC-internal service | 52.4 (86) | 35.9 (121) | <.001 | 42.6 (135) | 39.1 (72) | .454 | 41.3 (207) |
| Access modality | |||||||
| Direct | 71.3 (117) | 44.8 (151) | <.001 | 54.9 (174) | 51.1 (94) | .457 | 53.5 (268) |
| Indirect | 81.7 (134) | 81.9 (276) | 1.000 | 84.2 (267) | 77.7 (143) | .072 | 81.8 (410) |
Abbreviations: FQHC, federally qualified health center; IQR, interquartile range.
All data are presented as n (%) unless otherwise stated.
For each variable, nonparametric 2-sided tests assessed whether the difference in proportions between the outcome-positive and outcome-negative groups was statistically significant. Age and number of needs were assessed using the Mann–Whitney–Wilcoxon test; the remaining indicator variables were assessed using Fisher’s exact test.
P < .05.
Unadjusted and Adjusted (N = 423) Associations between Connection Success and Demographic, Social Need, and Resource-Related Characteristics.
| Characteristic | Unadjusted analyses | Adjusted analysis[ | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| aOR | 95% CI |
| |
| Age | 1.00 | 0.99-1.01 | .943 | 1.00 | 0.98-1.02 | .824 |
| Male | 1.03 | 0.69-1.54 | .890 | 1.03 | 0.60-1.76 | .924 |
| Black, non-Hispanic | 1.09 | 0.74-1.60 | .675 | 0.78 | 0.38-1.61 | .500 |
| Hispanic | 0.87 | 0.60-1.26 | .448 | 0.59 | 0.26-1.35 | .211 |
| More than high school | 0.99 | 0.63-1.55 | .956 | 0.99 | 0.58-1.72 | .986 |
| Number of social needs | 1.16 | 1.04-1.30 | .007 | 0.99 | 0.84-1.16 | .894 |
| Service domain | ||||||
| Food | 2.18 | 1.47-3.22 | <.001 | 1.47 | 0.76-2.85 | .250 |
| Transportation | 2.78 | 1.59-4.84 | <.001 | 1.67 | 0.74-3.78 | .218 |
| Housing | 0.47 | 0.21-1.08 | .075 | 0.44 | 0.16-1.24 | .121 |
| Financial | 1.58 | 1.06-2.36 | .024 | 1.01 | 0.56-1.85 | .962 |
| Healthcare access | 1.39 | 0.95-2.03 | .087 | 1.15 | 0.64-2.05 | .642 |
| Social/emotional health | 0.76 | 0.50-1.18 | .222 | 0.69 | 0.36-1.32 | .256 |
| Other | 1.16 | 0.65-2.06 | .625 | 1.12 | 0.56-2.25 | .744 |
| FQHC-internal service | 1.97 | 1.37-2.83 | <.001 | 1.45 | 0.79-2.66 | .224 |
| Access modality | ||||||
| Direct | 3.07 | 2.06-4.58 | <.001 | 1.95 | 1.05-3.61 | .035 |
| Indirect | 0.99 | 0.61-1.59 | .958 | 0.83 | 0.42-1.63 | .586 |
Abbreviations: aOR, adjusted odds ratio; CI, confidence interval; FQHC, federally qualified health center; OR, odds ratio.
Model also adjusts for case manager outreach modality (ie, by phone vs in-person) and screening date (ie, before vs after March 10, 2020) to account for programmatic and broader societal changes due to COVID-19.
Hosmer–Lemeshow, P = .6246; c-index = 0.6973, 95% CI 0.6458-0.7488.
P < .05.
Unadjusted and Adjusted (N = 423) Associations between Connection Attempt and Demographic, Social Need, and Resource-Related Characteristics.
| Characteristic | Unadjusted analyses | Adjusted analysis[ | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| aOR | 95% CI |
| |
| Age | 0.99 | 0.98-1.00 | .168 | 0.99 | 0.98-1.01 | .558 |
| Male | 0.80 | 0.55-1.19 | .270 | 0.79 | 0.48-1.31 | .360 |
| Black, non-Hispanic | 0.99 | 0.68-1.44 | .953 | 0.91 | 0.45-1.83 | .782 |
| Hispanic | 1.07 | 0.74-1.56 | .713 | 0.87 | 0.39-1.92 | .724 |
| More than high school | 0.95 | 0.61-1.49 | .826 | 1.14 | 0.64-2.04 | .657 |
| Number of social needs | 1.08 | 0.97-1.20 | .153 | 1.06 | 0.91-1.23 | .475 |
| Service domain | ||||||
| Food | 1.12 | 0.77-1.62 | .553 | 1.00 | 0.56-1.79 | .994 |
| Transportation | 1.25 | 0.71-2.21 | .439 | 1.26 | 0.55-2.89 | .585 |
| Housing | 0.66 | 0.36-1.24 | .198 | 0.74 | 0.32-1.70 | .478 |
| Financial | 0.97 | 0.66-1.42 | .862 | 0.76 | 0.42-1.37 | .364 |
| Healthcare access | 1.49 | 1.03-2.15 | .036 | 1.68 | 0.98-2.89 | .058 |
| Social/emotional health | 1.06 | 0.70-1.60 | .773 | 1.33 | 0.70-2.53 | .380 |
| Other | 1.37 | 0.76-2.48 | .299 | 1.43 | 0.69-2.93 | .334 |
| FQHC-internal service | 1.15 | 0.79-1.68 | .458 | 0.73 | 0.42-1.29 | .280 |
| Access modality | ||||||
| Direct | 1.17 | 0.79-1.71 | 0.434 | 1.20 | 0.67-2.14 | .536 |
| Indirect | 1.53 | 0.98-2.40 | 0.064 | 1.48 | 0.78-2.82 | .233 |
Abbreviations: aOR, adjusted odds ratio, CI, confidence interval; FQHC, federally qualified health center; OR, odds ratio.
Model also adjusts for case manager outreach modality (ie, by phone vs in-person) and screening date (ie, before vs after March 10, 2020) to account for programmatic and broader societal changes due to COVID-19.
Hosmer–Lemeshow, P = .3094; c-index = .6244, 95% CI 0.5692-0.6796.
P < .05.