The quantitative sample included 638 unique GIM patients who completed the RHDS on the day of discharge. Twenty-two readmission events were excluded, bringing the total sample analyzed to 616 first-visit observations. See Table 1 for full demographic information about this sample and the additional 38 patients who completed interviews.
Table 1
System Characteristic | Type/Level | Summary |
Unit Census Percentage Occupied | [mean (SD)] | 68.5 (15.2) |
| [range] | (26.3, 97.2) |
Unit COVID-19 Percentage Occupied | [mean (SD)] | 11.6 (18.1) |
| [range] | (0, 72.5) |
Unit Ratio of COVID-19 to Non-COVID-19 Patients | [mean (SD)] | 26.7 (37.3) |
| [range] | (0, 100.0) |
Day of Pandemic | [mean (SD)] | 210.2 (84.2) |
| [range] | (39.0, 332.0) |
Total Patient Sample N = 616 | Type/Level | Summary |
Patient Age | 18 to 30 | 81 (13%) |
| 31 to 45 | 180 (29%) |
| 46 to 60 | 194 (31%) |
| 61 to 75 | 148 (24%) |
| 76 to 90 | 13 (2%) |
Patient Sex | Female | 316 (51%) |
| Male | 300 (49%) |
Patient Race | Non-White | 94 (15%) |
| Black or African American | 17 (2%) |
| Asian | 13 (2%) |
| Native Hawaiian or Other Pacific Islander | 19 (3%) |
| American Indian | 45 (7%) |
| Two or More Races | 15 (2%) |
| White | 489 (79%) |
| Unknown | 35 (6%) |
Patient Ethnicity | Non-Hispanic | 505 (82%) |
| Hispanic | 77 (12%) |
| Unknown | 34 (6%) |
COVID-19 Admission | Non-COVID-19 Admission | 433 (70%) |
| COVID-19 Admission | 182 (30%) |
Visitor Policy | 1 Visitor | 379 (62%) |
| No Visitors | 237 (38%) |
Discharge Destination | Home | 418 (68%) |
| Home Health | 124 (20%) |
| LTAC | 3 (< 1%) |
| Other | 13 (2%) |
| SNF | 58 (9%) |
Admission Type | Elective (Planned) | 28 (5%) |
| Urgent/Emergent (Unplanned) | 588 (95%) |
Patient Readiness for Hospital Discharge - Total | [mean (SD)] | 8.4 (1.5) |
| [range] | (1.6, 10.0) |
Personal Status (RHDS Subdomain) | [mean (SD)] | 8.0 (1.8) |
| [range] | (0, 10.0) |
Knowledge (RHDS Subdomain) | [mean (SD)] | 8.2 (2.4) |
| [range] | (0, 10.0) |
Perceived Coping Ability (RHDS Subdomain) | [mean (SD)] | 8.7 (1.6) |
| [range] | (0, 10.0) |
Expected Support (RHDS Subdomain) | [mean (SD)] | 8.7 (2.5) |
| [range] | (0, 10.0) |
Patient Interview Sample N = 38 | Type/Level | Summary |
Patient Age | 18 to 30 | 1 (2.6%) |
| 31 to 45 | 7 (18.4%) |
| 46 to 60 | 10 (26.3%) |
| 61 to 75 | 16 (68.4%) |
| 76 to 90 | 1 (2.6%) |
Patient Sex | Female | 23 (60.5%) |
| Male | 13 (34.2%) |
| Unknown | 2 (5.2%) |
Patient Race | Asian | 1 (2.6%) |
| American Indian | 1 (2.6%) |
| White | 34 (89.5%) |
| Unknown | 2 (5.2%) |
Patient Ethnicity | Non-Hispanic | 36 (94.7%) |
| Unknown | 2 (5.2%) |
Discharge Destination | Home | 33 (86.8%) |
| Home Health | 4 (10.5%) |
| SNF | 1 (2.6%) |
Note. SD = Standard Deviation. LTAC = Long Term Acute Care. SNF = Skilled Nursing Facility. RHDS = Readiness for Hospital Discharge. Missing values: Unit Census Percentage Occupied = 50, Unit COVID-19 Percentage Occupied = 50, COVID-19 = 1 |
Quantitative Results. RHDS total and subscale scores were most affected by patients’ discharge destination; among non-COVID admissions, those discharged to home health (-0.48 (-0.95, -0.02), p = 0.041) or SNF (-1.39 (-2.04, -0.74), p < 0.001) versus the patient’s own home reported lower overall readiness scores (Table 2). However, on subscale scores (see Supplemental Tables), among non-COVID admissions, those discharged to SNF had lower personal status scores (-1.79 (-2.58, -1.00), p < 0.001) and lower knowledge scores (-1.80 (-2.88, -0.71), p < 0.001), but higher perceived coping ability (-1.62 (-2.34, -0.91), p < 0.001) when compared to those discharged to their own homes.
Table 2
Contributors to Patient Readiness for Hospital Discharge Scale (RHDS) Total Score Variance
Variable | Univariable Estimate (95% CI) | p-value | Multivariable Estimate (95% CI) | p-value |
Unit COVID Proportion Occupied | 0.36 (-0.33, 1.06) | 0.31 | | |
Unit Proportion of COVID Patients (of Total Unit) | 0.17 (-0.15, 0.48) | 0.31 | | |
Admission Type | | | | |
Elective (Planned) | - Reference - | | | |
Urgent/Emergent (Unplanned) | -0.46 (-1.03, 0.11) | 0.11 | | |
Unit Census Proportion Occupied | 0.64 (-0.19, 1.47) | 0.13 | 0.95 (-0.07, 1.96) | 0.067 |
Month of Pandemic | 0.03 (-0.01, 0.08) | 0.13 | 0.02 (-0.07, 0.10) | 0.71 |
Age | | | | |
18 to 30 | - Reference - | | - Reference - | |
31 to 45 | -0.40 (-0.79, -0.00) | 0.048 | -0.46 (-0.87, -0.06) | 0.025 |
46 to 60 | -0.34 (-0.73, 0.05) | 0.085 | -0.22 (-0.63, 0.19) | 0.29 |
61 to 75 | -0.34 (-0.74, 0.07) | 0.10 | -0.10 (-0.53, 0.33) | 0.65 |
76 to 90 | -0.02 (-0.90, 0.86) | 0.97 | 0.06 (-0.82, 0.93) | 0.90 |
Sex | | | | |
Female | - Reference - | | - Reference - | |
Male | -0.17 (-0.40, 0.07) | 0.17 | -0.10 (-0.35, 0.14) | 0.41 |
Race/Ethnicity | | | | |
White Non-Hispanic | - Reference - | | - Reference - | |
Hispanic | 0.13 (-0.23, 0.50) | 0.47 | 0.01 (-0.38, 0.40) | 0.95 |
Non-White/Two or More Races | -0.14 (-0.44, 0.16) | 0.36 | -0.13 (-0.46, 0.20) | 0.44 |
COVID | | | | |
Non-COVID Admission | - Reference - | | - Reference - | |
COVID Admission | 0.20 (-0.06, 0.46) | 0.13 | 0.12 (-0.27, 0.52) | 0.53 |
Visitor Policy | | | | |
1 Visitor | - Reference - | | - Reference - | |
No Visitors | -0.12 (-0.36, 0.12) | 0.33 | 0.14 (-0.39, 0.67) | 0.61 |
Discharge Destination | | | | |
Home | - Reference - | | - Reference - | |
Home Health | -0.12 (-0.41, 0.17) | 0.42 | -0.48 (-0.95, -0.02) | 0.041 |
Other | -1.02 (-1.74, -0.30) | 0.006 | -0.82 (-1.70, 0.06) | 0.067 |
SNF | -1.29 (-1.68, -0.89) | < 0.001 | -1.39 (-2.04, -0.74) | < 0.001 |
COVID:Discharge Destination | | | | |
Non-COVID Admission:Home | | | - Reference - | |
COVID Admission:Home Health | | | 0.75 (-0.02, 1.52) | 0.058 |
COVID Admission:Other | | | -2.29 (-4.20, -0.38) | 0.019 |
COVID Admission:SNF | | | 0.94 (-0.20, 2.07) | 0.11 |
Visitor Policy:Discharge Destination | | | | |
1 Visitor:Home | | | - Reference - | |
No Visitors:Home Health | | | 0.25 (-0.42, 0.93) | 0.46 |
No Visitors:Other | | | 1.26 (-0.64, 3.16) | 0.19 |
No Visitors:SNF | | | -0.31 (-1.17, 0.55) | 0.48 |
Note. SNF = Skilled Nursing Facility. Missing Values: Unit Census Percentage Occupied = 50, COVID = 1; One or more predictors missing: 51 observations |
From the interaction between COVID-19 diagnosis and discharge destination we find that relative to non-COVID-19 admissions, COVID-19 patients discharged to a SNF rated their personal status (2.24 (0.87, 3.62), p < 0.001, Supplemental Tables) and coping ability (1.38 (0.14, 2.63), p = 0.030, Supplemental Tables) higher at discharge compared to those discharged to their own home. In contrast, relative to non-COVID-19 admissions those with a COVID-19 diagnosis and discharged to “other destination” reported significantly lower ratings for expected support (-4.81 (-7.98, -1.63), p = 0.003, Supplemental Tables) compared to those discharged to their own home. From the interaction between discharge destination and hospital visitor policy, personal status varied by visitor policy where, relative to when one visitor was allowed, during a no visitation policy, those discharged to “other destination” reported higher personal status (2.55 (0.25, 4.84), p = 0.030, Supplemental Tables) when compared to those discharged to their own home.
Age additionally influenced readiness scores, where adults 31–45 reported the lowest total readiness levels (-0.46 (-0.87, -0.06), p = 0.025, Table 2) compared to the young adults 18–30. Perceived coping ability after discharge varied by age where, again, those age 31–45 reported lower levels than the youngest adults (18–30) (-0.46 (-0.91, -0.02), p = 0.042, Supplemental Tables). No additional differences were found between age categories.
Finally, the only evidence of a system-level factor contributing to variability in discharge readiness ratings was for the expected support subscale, where increased percent occupancy was associated with increased expected support scale scores (1.75 (0.07, 3.44), p = 0.042, Supplemental Tables).
Qualitative Results. Across interviews, participants identified three key themes related to their experiences of hospital-to-home transitions during the pandemic: 1) perceptions of discharge process; 2) influence of personal resources at home; 3) post-discharge impact of COVID-19. (See Table 3 for themes and exemplar quotes)
Table 3
Themes and Exemplar Quotes
Theme 1: Perceptions of Discharge Process During COVID | • “They just gave me the discharge sheet saying I have phone numbers to call and what to look for in case there's complications from surgery, that kind of thing.” (005) • “They didn’t really tell me what to expect, really. And you know, it’s still been going on, and I still don’t really know what to expect.” (015) • “They didn’t tell me what three months from now is gonna look like.” (038) |
Theme 2: Influence of Personal Characteristics | • “It's hard to get a hold of my personal doctor out there and then just they stopped taking new appointments. Anything that I need, I'm in a different state. I first have to go through the military with everything and it's seems hard to get ahold of anyone in Utah...But I think my main issue has been the lack of follow-up from Utah and then not having any clear discharge instructions.” (010) • “Unfortunately…my physical therapy I’ve only been able to get two sessions in here in my home. I live in, uh, four hours away from Salt Lake in Idaho and, um, our little community which is Blaine County has had the highest per capita COVID-19 cases in the nation, um, including New York City, um, just by per capita basis.” (014) |
Theme 3: Post-discharge Impact of COVID | • “Because you're not able to do it in person [therapy appointment] and they're being sent videos and just the accountability…The accountability. If you're feeling not into it today, you're like, ‘Oh, three sets of 10. I'm going to do two sets of five. Who's going to know?’ You don't have somebody there pushing you and being like, ‘Nope’." (006) • “And I was also supposed to follow up with my urologist when I got back home to make sure I didn't need stitches removed …and my local urologists and urogynecologists both are not even seeing patients in person. They only do on the phone interview and they couldn't help me if my stitches didn't dissolve. So I was sweating and having like a really bad anxiety for the ... they didn't dissolve until six and a half weeks and it was close because I was told do not go, absolutely, do not go past eight weeks, that they should have dissolved in six weeks or less. So that was really stressful.” (009) • “On the positive side, my work hasn’t wanted me to come back. So, my leave has been extended. And that’s made it easier for me to follow through with therapy at home because I have nine more hours a day to be at home.” (022) |
Theme 1: Discharge Process During COVID-19
During interviews, participants mostly shared positive experiences of receiving discharge education and information packets. However, several participants identified negative aspects of the discharge process such as instructions delivered while they were not completely aware or were on pain medication. Due to COVID-19 restrictions, one participant shared not receiving verbal instructions, only the printed packet of information. Multiple participants shared feeling ill-prepared to know what to expect after leaving the hospital, particularly after a few months had passed. Overall, while most participants identified receiving helpful discharge education, several shared examples of lacking verbal explanations and experienced limited time spent on discharge instructions.
Theme 2: Influence of Personal Resources at Home
The social resources of interview participants influenced how participants described the discharge process. Most participants identified having support networks at home and shared positive feedback of the discharge process and ability to follow discharge instructions. A few participants shared initial difficulty in performing activities of daily living (such as toileting, showering, etc.) and decreased mobility which became easier after time. Moreover, when participants were asked if they had access to recommended community resources, most denied accessing supportive services or failed to identify a need for community resources since they had support at home.
The experiences above were in contrast to participants with fewer resources or from out-of-state, who shared increased difficulty post-discharge. For example, one participant received preparation for the long car ride but did not receive instructions regarding home care. Another shared that where they are living was experiencing higher rates of COVID-19 that limited ability to follow through with physical therapy appointments.
Theme 3: Post-discharge Impact of COVID-19
The impact of COVID-19 was most clearly seen post-discharge. Several participants shared that COVID-19 restriction resulted in more in-home aid post-discharge or had positive effects on their work situation as they could recover and work from home. In contrast, others discharged to a home in a different state shared struggles accessing resources such as finding available outpatient follow-up and therapy appointments.