Our initial and updated search yielded 27,263 de-duplicated records from the eight databases. After title and abstract screening, we retrieved 415 records for full-text screening. Following the amended eligibility criteria, we excluded 227 studies from low- and middle-income countries and 45 studies on HIV from high-income countries. We assessed the full text of 143 studies and excluded 93 records. The reasons for exclusions included: no quantitative assessment of the individual-level economic relief program (n = 33), not an individual-level economic relief program (n = 23), and book/commentary/report/opinion/ research letters/conference abstract/media release (n = 25). Fifty studies were found eligible for final review. The PRISMA flow diagram is shown in Fig. 1.
Insert Fig. 1
Studies and Program characteristics
Eligible studies were published between 2014 and 2023. Ninety percent (90%) were COVID-19 related (n = 45) and others were on influenza (n = 5). We did not identify eligible studies on MERS, SARS, Zika, Ebola, or West Nile virus. Seventy-three percent of included studies were conducted in the United States of America (n = 36) (16–50), followed by Japan (51–53), South Korea (43, 54, 55), Australia (56, 57), Canada (58, 59), Chile, Israel, Spain, and Singapore (60–63). Two-third of eligible studies used a survey study design (17, 19, 22, 28, 29, 32–34, 36, 38, 43–47, 50–54, 57, 59, 61, 63–67); others included quasi-experiment (25, 41), simulation (20, 22, 27, 55, 60, 69), observational (26, 38, 49, 56), and randomized control trial design (42, 48, 58, 62).
We identified 28 unique individual-level economic relief programs among eligible studies and categorized them into seven groups.
Of the 50 eligible studies, three sets of seven studies reported on COVID-19 related unemployment assistance programs (18, 19, 22, 23, 26, 30, 47), COVID-19 food assistance programs (22, 24, 28, 40, 43, 44, 46), and expanded paid sick leave (16, 25, 34–36, 39, 49) in the context of COVID-19 pandemic and Influenza epidemic. Eleven eligible studies reported on COVID-19 cash transfer programs (17, 20, 45, 48, 50, 52, 54, 56, 58, 68, 69); nine studies evaluated vaccine and testing incentives during COVID-19 pandemic and Influenza epidemic (29, 33, 37, 38, 42, 55, 57, 62, 63); seven assessed mixed programs (27, 31, 32, 51, 59–61), three of which combined unemployment assistance and cash transfer programs (27, 31, 59). Two COVID-19 studies reported on programs in the “other “category (41, 53).
Figure 2 presents the program and study characteristics as a heat map.
Insert Fig. 2
Health, non-health, and equity outcomes of individual-level economic relief programs
All eligible studies reported on at least one review outcome. Studies on expanding paid sick leave programs reported the most health-related outcomes (n = 7) (16, 25, 34–36, 39, 49). The impact on non-health outcomes was commonly assessed for cash transfer programs (n = 10) (17, 20, 48, 50, 52, 54, 56, 58, 68, 69). Incentive for vaccination program studies contributed majorly to the equity data (n = 3) (29, 42, 62).
Figure 3 presents a Coxcomb chart of study outcomes by individual-level economic relief program type.
Insert Fig. 3
Health impacts
Thirty-six of the 50 eligible studies were designed to evaluate the health impact of an economic relief program (16–18, 25, 29, 32–42, 45, 49, 51, 53–55, 57, 58, 62, 63).
Impact on public health measures. Fifteen out of 50 studies were designed to examine the effect of economic relief programs on public health measures (25, 29, 33, 34, 36–39, 42, 53, 57, 58, 62, 63, 68).
Three studies, reporting on programs of expanded paid sick leave (n = 1), domestic travel subsidy (n = 1), and cash transfer (n = 1), found that economic relief programs could have a positive, neutral, or negative impact on social distancing, depending on program type (39, 53, 58). Two studies reported that expanded paid sick leave increased the probability of workers isolating when sick by 15% (25) and increased the time spent away from work when sick by 1.10 days (35). Expanding paid sick leave significantly increased vaccination coverage during influenza disease outbreaks by 10–15% (34, 36). Vaccine incentives were reported to significantly increase vaccination rates by 7% − 23.2% (29, 37, 62) in the context of COVID-19 and influenza outbreaks. A domestic travel subsidy program had no impact on masking practice, respiratory hygiene practice & surface disinfection (53).
Population health outcomes based on programs’ impact on public health measures were evaluated by eight studies (29, 36, 38, 39, 53, 55, 58). Health outcomes reported on included symptom and case counts, infection transmission, healthcare visits and herd immunity. The economic relief programs were cash transfers (58), expanded paid sick leave (16, 35, 36, 39), incentives for vaccination/testing (29, 55), and domestic travel subsidy (53). Expanded paid sick leave and incentive for vaccination/testing were associated with positive health outcomes (16, 29, 35, 36, 39, 55) while cash transfer and domestic travel subsidy were linked to neutral (58) and negative health outcomes (53) respectively.
General well-being outcomes were reported in thirteen studies (17, 18, 32, 34, 36, 41, 43, 45, 49, 51, 58, 63, 67). The economic relief program types assessed included cash transfer (n = 4), unemployment assistance (n = 1), paid sick leave (n = 1), food assistance program (n = 2) and expanded child tax credit (n = 1). Cash transfer, unemployment assistance, food assistance, and expanded child tax credit were reported to have a positive impact on mental well-being in seven studies (17, 18, 32, 41, 43, 45, 67). Paid sick leave was associated with intention to seek medical care; food assistance programs were associated with healthier eating and improved intention to seek medical care when ill (34, 67).
Non-health impacts
Thirty-three of the 50 (60%) eligible studies reported non-health outcomes (17–20, 22, 23, 26, 28, 31, 36, 38, 52, 54, 58–61, 65–66, 69, 72). Economic relief programs had a positive impact on non-health measures including food security, financial resilience/savings/financial security, consumption spending and debt payment, housing/mortgage payment and job security. Programs included cash transfer (n = 10), unemployment assistance (n = 10), incentive for vaccination (n = 1), food assistance (n = 6), mixed (n = 4) and expanded paid sick leave (n = 2).
Equity impacts
Nine of the 50 (18%) eligible studies reported on the equity impact of the individual level economic relief programs (29, 32, 36, 41, 42, 45, 53, 58, 62). Program types assessed included cash transfer (n = 2), incentive for vaccination (n = 3), mixed (n = 1), expanded paid sick leave (n = 1), and “other” (n = 2). The equity factors considered were demographics (age, and race), socioeconomic status (employment), and jurisdiction.
Health outcomes associated with cash transfer programs differed across demographic factors (race and age) in two studies (58, 45). Cash transfer reduced the incidence of COVID-19 symptoms among 50 years or older (45) and improved financial savings (a proxy for improved mental health) among Hispanics (58).
In three studies assessing the effect of incentive for vaccination, health outcomes significantly differed by race, age, and employment (29, 42, 62). Vaccine incentive increased vaccination rates among Blacks and non-working elderly in COVID-19 pandemic and influenza epidemic (29, 62). Vaccine incentive reduced vaccine uptake among 40 years and older in a COVID-19 study (42).
Expanded child tax credit program reduced anxiety symptoms among Blacks and Hispanics (41). Domestic travel subsidy increased the incidence of COVID-19 symptoms among young participants (53).
Table 1 presents the health, equity impact and non-health outcomes reported in eligible studies.
Table 1
Summary of the health, non-health, and equity outcomes of individual level economic relief programs.
Author, year | Country | Study Design | Economic relief program type | Public health measure impact | Population health outcomes associated with public health measure impact | General well-being | Non-health outcomes | Equity impact |
Persaud 2021 | Canada | Randomized controlled trial | Cash transfer | No difference in the number of close contacts outside of the household between groups (Rate ratio 1.10 95% CI 0.83 to 1.46) | No difference in symptom count after 2 weeks (ratio of means 0.83; 95% CI 0.56 to 1.24, p = 0.34) | Self-reported health did not differ between groups after 2 weeks | Cash transfers did not reduce food insecurity (80%vs 71%) | Incidence of COVID-19 like symptoms reduced in those aged 50 years or older, but not in those < 50 years (p = 0.005) |
Tsai 2020 | USA | Survey | Cash transfer | NA | NA | Economic Impact Payment recipients were more likely to have tested positive or been untested for COVID-19 and less likely to screen positive for current major depression, generalized anxiety disorder, past 2-week suicidal ideation, COVID-19 era-related stress, and any illicit drug use compared to those who did not receive the payment | Economic Impact Payment was associated with fewer problems paying daily expenses. | NA |
Pichler 2020 | USA | Survey (difference in difference analysis) | Expanded paid sick leave | NA | Relative to the mean number of new cases for the control group, the study model predicted a decrease of 417 new COVID-19 cases (56%) after the introduction of Families First Coronavirus Response Act. | NA | NA | NA |
Berkowitz 2020 | USA | Survey (difference in difference analysis) | Unemployment assistance | NA | NA | Receiving unemployment insurance benefits was associated with lower risk for unmet health-related social needs, and depressive and anxiety symptoms. | The risk of food insufficiency was lower for those who received unemployment insurance compared to those who did not. ( p < 0.0001) | NA |
Lee 2021 | South Korea | Simulation | Incentive for testing | NA | Study epidemiological model predicted an increase in the proportion of confirmed infected patients out of unidentified infected people in the susceptible-unidentified infected-confirmed stimulated population | NA | NA | NA |
Schneider 2021 | USA | Quasi-experimental | Expanded paid sick leave | 15% reduction in the proportion of workers who reported working while sick | NA | NA | NA | NA |
Ikeda 2021 | Japan | Survey | Mixed | NA | NA | the Special Cash Payment was associated with better health related quality of life (95% CI): 0.05 (0.03 to 0.08) | NA | NA |
Messer 2021 | USA | Survey | Incentive for vaccination | Coupled incentives increase estimated vaccination rates by 7–8%. (P = 0.03) | Program could bring the US vaccination levels from 58% to more than 65% —substantially closer to the rates needed to reach herd immunity. | NA | NA | Moderate incentive ($1500) increased vaccine uptake among Black respondents to 68 per cent (± 16%). Similar trend was found for Latino respondents. Low income was associated with low vaccine uptake. The middle-income groups appeared most responsive to the vaccine incentive. |
Miyawaki 2021 | Japan | Survey | Domestic travel subsidy | Program participants were more likely than non-participants to engage in risky behaviour (visiting restaurants, bars/nightclubs, at least once); no impact on masking practice, respiratory hygiene practice & surface disinfection. | Program participants exhibited higher incidence of high fever (adjusted OR: 1.83; 95% CI 1.34 to 2.48), sore throat (aOR 2.09; 95% CI 1.37 to 3.19), cough (aOR 1.96; 95% CI 1.26 to 3.01), headache (aOR 1.24; 95% CI 1.08 to 1.44) and smell and taste disorder aOR 1.98; 95% CI 1.15 to 3.40) compared with non-participants. | NA | NA | Higher incidence rates of COVID-19 like symptoms were more salient among young program participants compared to non-participants |
Fan 2020 | USA | Survey | Mixed | | | The unemployed working-age population receiving government assistance had a higher frequency of feeling nervous, lonely, and hopeless compared to those without assistance | NA | Unemployed working-age population with government assistance residing in urban areas showed significantly higher frequency feeling nervous, lonely, and hopeless compared to their non-urban counterparts |
Acharya 2021 | USA | Survey | Incentive for vaccination | lottery programs were associated with an increase of an average 23.12% increment in the new daily vaccination rate. | NA | NA | NA | NA |
Algara 2023 | USA | Retrospective observational | Incentive for vaccination | positively influence vaccine preferences among the mass public and all partisan groups | NA | NA | NA | NA |
Andersen 2022 | USA | Survey | Expanded paid sick leave | reduced the number of hours people were not at home by a 0.38 h or 22.9-min and the proportion of individuals away from home for more than eight hours per day declined by 1.8% point. | Weekly COVID-19 incidence decreased by 7.7 log points. | NA | NA | NA |
Barr 2021 | USA | Survey | Food assistance | NA | NA | The community-based free meal distribution program led to healthier eating and reduced stress among participants | NA | NA |
Batra 2023 | USA | Quasi-experimental | Expanded child tax credit | NA | NA | Program resulted in fewer depressive and anxiety symptoms among low-income adults. (13.3 percent reduction from baseline anxiety levels (25.5 percent) | NA | Adults of Black, Hispanic, and other racial and ethnic backgrounds demonstrated greater reductions in anxiety symptoms compared to non-Hispanic White adults with children. |
Jacobson 2022 | USA | Randomized controlled trial | Incentive for vaccination | Increases vaccination rates between 1.0% and 1.6% points. | NA | NA | NA | Financial incentives reduced vaccination rates in both older individuals (ages 40 and over) and those who indicated they supported Trump in the 2020 presidential election. |
Jun'd 2022 | Australia | Survey | Incentive for vaccination | Program participants were 2.27 (95% CI 1.73 to 2.99) times more likely to be vaccinated. | NA | NA | NA | NA |
Kim 2021 | USA | Survey | Food assistance | NA | NA | Implementing SNAP subsidy after unemployment insurance expiration was predicted to lead to a 3-fold higher risk of anxiety and depressive symptoms among those experiencing considerable financial hardship versus no hardship (P < .001), | NA | NA |
Liu 2023 | USA | Survey | Cash transfer | NA | NA | There was a negative association between the amount of stimulus received and financial hardship (a proxy for mental well-being) experienced by respondents during the COVID-19 pandemic. | NA | African American households were less likely to increase spending, Hispanic households were more likely to increase savings. |
Pollack 2022 | USA | Longitudinal observational | Expanded paid sick leave | States with pre-existing paid sick leave policies exhibited a greater drop in mobility (P < 001). | NA | NA | NA | NA |
Shmueli 2022 | Israel | Survey | Incentive for vaccination | Program did not increase the probability of getting vaccination immediately. | NA | Incentives such as monetary rewards or the green pass did not increase the probability of getting vaccination immediately. | NA | NA |
Dudley 2021 | USA | Survey | Incentive for vaccination | the odds of reporting receiving influenza vaccine compared to the control group was 0.22 (95%CI: 0.09– 0.51) | NA | NA | NA | NA |
Yue 2021 | Singapore | Randomized controlled trial | Incentive for vaccination | increased participation in vaccination from 4.5–7.5% (P = 0.001). | NA | NA | NA | The effect of increasing incentives on influenza vaccination rates was significant in nonworking elderly group than those who worked(P = < 0.001) and differed by ethnicity (P = 0.001), socio-economic status(P = < 0.0001), household size (0.009), and a measure of social resilience (P < 0.001) |
Zhai 2018 | USA | Survey | Expanded paid sick leave | Compared to workers with no paid sick leave, influenza vaccination coverage estimates for workers with paid sick leave was approximately 10–15% higher | NA | Paid sick leave was independently associated with seeking treatment for influenza illness (adjusted prevalence ratio (95%CI) 1.21 (1.01, 1.44) | NA | NA |
Asfaw 2018 | USA | Survey | Expanded paid sick leave | workers with paid sick leave spent an average of 1.10 more days away from work per year due to illness or injury (95% CI: 0.90 to 1.30)] | Assuming 10–12% of days absent due to illness, 0.026% transmission rate, and an average daily contact of three to five coworkers, a worker at work due to lack of paid sick leave could infect on the average 0.0405 to 0.0810 coworkers per year. | NA | Paid sick leave could save employers $0.63 to $1.88 billion in reduced illness- related absenteeism costs per year | NA |
Wilson 2014 | USA | Survey | Expanded paid sick leave | Adjusted odds of having a vaccination increased with paid leave vs. without paid leave (OR = 1.42, CI: 1.31–1.53) | Decreased the number of influenza cases by 57 thousand | Universal paid leave is predicted to result in 18.2 thousand fewer healthcare visits, for the flu annually. | Universal paid leave averted 63.8 thousand workdays lost to influenza each year, | White non-Hispanics had higher odds of receiving flu vaccination than another race/ethnicity |
Marinescu 2021 | USA | Survey | Unemployment assistance | NA | NA | NA | 10% increase in unemployment benefits resulted in 3.6% decline in job applications | NA |
Kim 2020 | South Korea | Survey | Cash transfer | NA | NA | NA | Cash voucher scheme increased consumption spending among 36% of the households. | NA |
Bienvenido-Huertas 2021 | Spain | Simulation | Mixed | NA | NA | NA | Unemployment aids could contribute to alleviating energy poverty, especially if the unemployed individual worked in a poorly paying job or for just a few hours. | NA |
Han 2020 | USA | Simulation | Cash transfer | NA | NA | NA | Government cash program resulted in a decline in poverty during the COVID-19 pandemic. | NA |
Karger 2021 | USA | Simulation | Cash transfer | NA | NA | NA | $1,200 stimulus payment disbursed increased consumer spending by $546. | NA |
Fang 2020 | USA | Simulation | Unemployment assistance | NA | NA | NA | The CARES Unemployment Insurance policies reduced cumulative deaths by 4.9%. | NA |
Evangelist 2022 | USA | Survey | Unemployment assistance | NA | NA | NA | the unemployment insurance declined health care services spending declined by 1% | NA |
Stiemele 2021 | USA | Survey | Food assistance | NA | NA | NA | Food insecurity decreased most among those who received the local food assistance program | NA |
Raifman 2021 | USA | Retrospective observational | Unemployment assistance | NA | NA | NA | unemployment insurance was associated with a 4.3% decrease in food insecurity and a 5.7% decrease in eating less due to financial constraints. | NA |
Kubota 2021 | Japan | Survey | Cash transfer | NA | NA | NA | Cash payments increased was associated with a jump in spending rate | NA |
Fiang 2020 | USA | Survey | Food assistance | NA | NA | NA | The alternative school meals improved with food security for lower-income families. | NA |
Martin 2020 | USA | Simulation | Mixed | NA | NA | NA | Social protection programs reduced the increase in poverty rates | NA |
Clay 2021 | USA | Survey | Food assistance | NA | NA | NA | Food assistance programs were associated with a higher likelihood of experiencing food insecurity (OR: 2.59 (1.62,4.16). | NA |
Raifman 2020 | USA | Survey | Unemployment assistance | NA | NA | NA | unemployment insurance was associated with a 4.4% decline in food insecurity, and 6.1% decline in eating less due to financial constraints. | NA |
Bhutta, 2020 | USA | Survey | Mixed | NA | NA | NA | The CARES Act improved households’ financial security. | NA |
Men 2021 | Canada | Survey | Mixed | NA | NA | NA | The applicants of Canada Economic Response Benefit, regular Employment Insurance benefits, and other Employment Insurance benefits had 2.53, 1.80, and 3.01 times higher adjusted odds of food insecurity, respectively, than non-applicants. | NA |
Madeira 2021 | Chile | Survey | Mixed | NA | NA | NA | Income and expenses support program represented 13.6% of the average households’ permanent income of poor families in April 2020 | NA |
Breunig 2023 | Australia | Retrospective observational | Cash transfer | NA | NA | NA | Program recipient had 46% of their weekly pre-COVID‐19 wages replaced by the transfers. | NA |
Choi 2022 | South Korea | Survey | Cash transfer | NA | NA | NA | The stimulus payments increased local consumption in establishments accepting the Gyeonggi local currency relative to other establishments. | NA |
Li 2022 | USA | Survey | Food assistance | NA | NA | NA | SNAP significantly reduced food insecurity by 24.5% among households who were already food insufficient before the pandemic and by 11.9% for households with children. | NA |
Lowery 2022 | USA | Survey | Food assistance | NA | NA | NA | Healthy Helping program was associated with a $26.95 increase in monthly spending on fruit, vegetables, nuts, and legumes and other shifts in the composition of food purchases. | NA |
Park 2022 | USA | Survey | Unemployment assistance | NA | NA | NA | Unemployment insurance reduced mortgage debt payments. | NA |
Pilkauskas 2023 | USA | Randomized controlled trial | Cash transfer | NA | NA | The cash transfer program had no impact on mental health | The cash transfer program had no impact on material hardship, parenting, child behavior, partner relationships, hardship avoidance, consumption, employment, and benefit use | NA |
Wahdat 2022 | USA | Survey | Cash transfer | NA | NA | NA | Economic Impact Payment was associated with 9.2% decrease in food insufficiency. | NA |
Insert Table 1
Limitations associated with individual-level economic relief programs.
Three studies discussed the limitations of their respective programs (18, 27, 54). Limitations associated with unemployment assistance programs in two studies included state-level variability in unemployment insurance benefits (18), the complexity of the unemployment insurance program structure, the presence of barriers that prevent eligible individuals from receiving program benefits (18), and issues related to eligibility and implementation challenges, such as erroneous data on unemployment rate (27). In a COVID-19 cash transfer program study, the authors suggested that the implemented consumption voucher program could constrain consumer choice and possibly harm consumer welfare and economic efficiency in the long run because beneficiaries could only redeem the vouchers at small business stores (54).
Knowledge gap
Our review identified four key knowledge gaps:
Limited disease focus. All eligible studies were on COVID-19 and influenza. Despite the occurrence of SARS, H1N1 influenza, MERS, Ebola, Zika and West Nile Virus outbreaks during eligibility period, we did not identify any eligible study on these outbreaks in our review.
Lack of evidence on the effect of unemployment assistance programs and food assistance programs on public health measures (such as physical distancing, quarantine/isolation, vaccination). Among the unemployment assistance programs and food assistance programs studies included in our review, none reported on public health measure impact.
Limited evidence of the impact of individual-level economic relief programs on equity. Only 16% of eligible studies reported on the equity impact. None of the eight studies that assessed the equity impact of unemployment assistance programs, vaccine incentive programs, “other” programs, and cash transfer programs reported the program's effect on relevant equity variables. The impact of expanded paid sick leave programs and food assistance programs on equity remains undetermined.
Lack of evidence on the long-term effect of individual-level economic relief programs on health outcomes, which were not considered in the 36 eligible studies that reported health outcomes. Assessing the long-term health effects of individual-level economic relief policies, particularly post-pandemic during the recovery stage, could provide insight into the importance of the programs to equity and societal well-being.