| Literature DB >> 35318609 |
Jason J Han1, William L Patrick1,2,3, Akhil Rao1, Benjamin Smood1, Mark Helmers1, Amit Iyengar1, John J Kelly1, Saiesh Kalva1, Pavan Atluri1, Nimesh Desai1,2,3, Marisa Cevasco4,5.
Abstract
INTRODUCTION: A significant decrease in emergency presentations of acute cardiac conditions has been observed during the COVID-19 pandemic. We aimed to understand perceptions that influence people's decisions whether to present to the emergency department (ED) with symptoms related to acute cardiovascular events to inform necessary medical communication.Entities:
Keywords: COVID-19; Cardiovascular emergency; Chest pain; Communication; Risk aversion
Year: 2022 PMID: 35318609 PMCID: PMC8939398 DOI: 10.1007/s40119-022-00259-5
Source DB: PubMed Journal: Cardiol Ther ISSN: 2193-6544
Features and levels of conjoint analysis
| Feature | Level 1 | Level 2 |
|---|---|---|
| How bad is my chest pain? | Moderate (painful but not crushing) | Severe (crushing) |
| What is the COVID-19 census in the emergency room? | One in ten patients (10%) is COVID-19-positive | One in four patients (25%) is COVID-positive |
| Your risk of becoming severely ill or dying from COVID-19? | Low (1%) | High (> 10%) |
| You live with people who are elderly or who have medical condition that place them at high risk of becoming severely ill or dying from COVID-19 | Yes | No |
Baseline characteristics of participants
| Variable | Overall | > 50 years old |
|---|---|---|
| Number, | 1003 | 251 |
| Age (30–49) | 473 (47.16) | 251 (25.03) |
| White, | 684 (68.20) | 222 (88.45) |
| African American or Black, | 66 (6.58) | 7 (2.79) |
| Asian or Pacific Islander, | 146 (14.56) | 9 (3.59) |
| Education, (%) | ||
| No schooling completed | 2 (0.20) | 1 (0.40) |
| Some high school, no diploma | 11 (1.10) | 1 (0.40) |
| High school graduate or GED | 94 (9.37) | 27 (10.8) |
| Some college credit, no degree | 138 (13.76) | 32 (12.75 |
| Trade/technical/vocational training | 27 (2.69) | 8 (3.19) |
| Associate degree | 69 (6.88) | 26 (10.36) |
| Bachelor’s degree | 472 (47.06) | 103 (41.04) |
| Master’s degree | 190 (18.94) | 53 (21.12) |
| Employment, | ||
| Self-employed | 182 (18.15) | 37 (14.74) |
| Employed for wages | 622 (62.01) | 135 (53.79) |
| Out of work and looking for work | 58 (5.78) | 7 (2.79) |
| Out of work but not currently looking for work | 23 (2.29) | 5 (1.99) |
| Homemaker | 51 (5.08) | 7 (2.79) |
| Military | 2 (0.20) | 1 (0.40 |
| Retired | 52 (5.18) | 55 (21.91) |
| Unable to work | 13 (1.30) | 4 (1.59) |
| Income, | ||
| Under $40,000 | 308 (30.71) | 77 (30.68) |
| $40,000–99,000 | 457 (45.56) | 107 (42.63) |
| $100,000–149,999 | 138 (13.76) | 41 (16.34) |
| $150,000–250,000 | 63 (6.28) | 16 (6.38) |
| $250,000 or more | 16 (1.60) | 2 (0.80) |
| No response | 21 (2.09) | 8 (3.19) |
| Marital status, | ||
| Single, never married | 380 (37.89) | 36 (14.34) |
| Married or domestic partnership | 531 (52.94) | 160 (63.75) |
| Widowed | 16 (1.60) | 13 (5.18) |
| Divorced | 61 (6.08) | 38 (5.14) |
| Separated | 15 (1.50) | 4 (1.59) |
| Miscellaneous | ||
| I consider myself a religious person [ | 3.61 (2.18) | 4.60 (2.10) |
| Admitted to hospital in last 5 years | 419 (41.77) | 95 (37.85) |
| Friend or family member admitted to the hospital from COVID-19 | 431 (42.97) | 97 (38.65) |
| Friend or family member passed away from COVID-19 | 279 (27.82) | 73 (29.08) |
| Currently works in a healthcare setting | 220 (21.93) | 39 (15.54) |
| Has conditions that predispose to higher risk of dying from COVID-19 | 315 (31.41) | 111 (44.22) |
Fig. 1Participant ranking of different settings by perceived risk of COVID-19 transmission. Participants were asked to rank the seven locations depicted from highest to lowest perceived risk of coronavirus transmission. The highest rank received a score of 1, while the lowest rank received a score of 7. Indoor bars and restaurants ranked as the riskiest place of transmission, followed by the emergency room. Outdoor parks were ranked as the least risky place of transmission
Fig. 2Proportion of participants who would present immediately to the emergency room with the given symptom. Participants were asked to indicate whether or not they would immediately present to the emergency room upon experiencing the following symptoms. The symptoms were associated with potentially life-threatening cardiovascular events. Severe chest pain and slurred speech elicited the highest sense of urgency, followed by shortness of breath, fainting, and chest discomfort
Fig. 3Participant rating of fears that would deter presentation to the emergency room. Participants were asked to rate the fears shown above on a five-point Likert scale from “a great deal” to “none at all.” The greatest fear of presenting to the emergency room was the potential to spread the virus to family or loved ones who were at “high risk,” followed by fear of being in close proximity to others with COVID-19. Participants were least fearful that COVID-19 would lead to suboptimal care for themselves
Results of multivariable regression model showing demographics associated with intent to present to the emergency room with severe chest pain
| Variable | Odds ratio (95% CI) | |
|---|---|---|
| Age (years) (18–29 as reference) | ||
| 30–49 | 1.28 (0.93–1.76) | 0.12 |
| 50–64 | 1.67 (1.10–2.56) | 0.02 |
| ≥ 65 | 2.69 (1.26–6.46) | 0.02 |
| Unemployed* | 0.46 (0.29–0.73) | < 0.01 |
| Religious+ | 0.71 (0.52–0.97) | 0.03 |
| Death of close contact++ | 0.54 (0.39–0.73) | < 0.01 |
| Healthcare worker§ | 0.51 (0.36–0.73) | < 0.01 |
CI confidence interval
*Unemployed for wages
+“Agree” or “strongly agree” to being religious
++Have a friend or a family member who passed away from COVID-19
§Currently working in a healthcare setting
Fig. 4Importance of individual features in the discrete choice experiment. Participants were presented with a series of two-scenario choice experiments consisting of four features, shown above, which each had two levels [e.g., “severe (crushing)” or “moderate (painful but not crushing)” for the feature “How bad is my chest pain?”]. This figure shows the weight (feature importance) of each feature in a participant’s choice of scenarios. In the overall population (blue), degree of chest pain was the most important feature, followed by personal risk, risk to others, and the least of all was the COVID-19 census in the emergency room
Fig. 5Importance of feature level in the discrete choice experiment. Participants were presented with a series of two-scenario choice experiments consisting of four features (Fig. 4) which each had two levels [e.g., “severe (crushing)” or “moderate (painful but not crushing)” for the feature “How bad is my chest pain?”]. The figure shows the average utility of the more severe level of the features, revealing how important a level is to each feature’s overall importance in scenario choice. In the overall population (blue), having severe chest pain was over five times as important in the decision to present to the emergency room than was living with others who were at high risk for COVID-19 complications
| There has been a significant decrease in emergency presentations of acute cardiac conditions. |
| This study aimed to understand perceptions that influence people’s decision to present to the emergency department (ED) with symptoms related to acute cardiovascular events. |
| The study recruited users of Amazon Mechanical Turk to participate in a survey. |
| Risk of contracting COVID-19 while presenting to the ED for a life-threatening cardiovascular symptom is overestimated. |