Study design and population
The Workplace Encouragement for COVID-19 Vaccination in Chicago (WEVax Chicago) survey was a cross-sectional survey administered through REDCap (7) from July 11 through September 12, 2022, among businesses with at least one location in Chicago. The study excluded businesses classified as healthcare-related, government, or based in congregate settings (e.g., long-term care facilities, educational and childcare settings, shelters, and correctional facilities), given vaccination requirements and rollout strategies specific to these (8–11). Survey respondents are thus described as non-healthcare, non-congregate workplaces (NHNCW) for the remainder of this report. NHNCW were categorized into thirteen industry sectors for sampling, consistent with those used to summarize Chicago’s workplace COVID-19 surveillance data. These included four early eligibility (“1b”) (Food Production & Processing, Factory & Manufacturing, Warehousing & Distribution, Grocery) and nine others (Bars & Restaurants, Construction, Retail, Hotel, Office Settings, Personal Care & Service, Janitorial, Transportation and Other) (12). The sample included 537 businesses that had been previously contacted by CDPH for COVID-19 surveillance and vaccine-related outreach (e.g., follow-up on reported cases or potential workplace-related transmission among employees, or mobile vaccination efforts during early-phase vaccine rollout in Chicago in 2021).
To improve response rate, two CDPH interviewers conducted active recruitment by calling just over one-third (35%, 186/537) of businesses from the initial contact list, chosen through random sampling stratified by industry group for representativeness. Businesses in zip codes with first-dose coverage rates below the citywide average according to CDPH's vaccine dashboards (13) were oversampled for phone outreach. These comprised 38% of all businesses called, and at least two per industry strata except for janitorial and hotel (each with one contact in a low-coverage zip code). Within factory/manufacturing, bars and restaurants, food production/processing, and transportation/warehousing strata, at least half (≥50%) of workplaces called were in low-coverage zip codes. The survey (Additional file 1) was sent to five businesses during a pilot period the week before deployment for feedback on length, clarity, feasibility, and ease of answering questions. This study was determined to be exempt from review by the Institutional Review Board (IRB) at CDPH (Protocol #22-03).
Workplace (business) and workforce (employee) characteristics
Questions assessing business characteristics mirrored those included in routine COVID-19 workplace assessments administered by CDPH, for comparability. Industry was collected as free-text, per NIOSH recommendations (14)(“How would you describe your primary type of business or industry?”). With closed-ended response categories, respondents were asked to indicate whether describing employees of multi-location businesses, or a single-location business (in which case zip code was also collected).Total full-time and part-time staff, proportion working off-site at time of survey, primary languages spoken, and availability of employer-sponsored health insurance were collected. (In this report, part-time or other temporary/contract staff are referred to collectively as “part-time staff’.) Workforce race and ethnicity data are not included, due to concerns around inaccuracies and missingness in reported data, potentially stemming from reluctance of businesses to disclose in relation to COVID.
Estimation of COVID-19 vaccine coverage among employees
A definition of terms preceded the vaccination requirements section of the survey. “Primary series” of COVID-19 vaccination was defined as “the doses recommended for individuals to be considered "fully vaccinated" against COVID-19”. During the survey period, this included: 1) 2 doses of Pfizer-BioNTech given 3–8 weeks apart, 2) 2 doses of Moderna given 4–8 weeks apart, or 3) 1 dose of Johnson & Johnson’s Janssen vaccine. This survey was conducted before the availability of updated (“bivalent”) boosters, so did not distinguish between original and newer-formulation booster doses when assessing proportions of boosted employees. Businesses were asked to report employee vaccination and booster rates or the number of employees who had received their primary series and any booster doses. Among businesses that specified numbers instead of proportions of employees who were fully vaccinated and boosted, vaccination rates were calculated from reported total numbers of employees. Due to the small sample and degrees of missingness, rates were maintained as a categorical variable (lower vaccination coverage (≤75%), higher vaccination coverage (>75%), missing).
Vaccine requirement, encouragement strategies and barriers
Businesses were asked if they required employees to be 1) fully vaccinated and/or 2) boosted as eligible, and if vaccination status was verified. The survey also assessed any use of eight other strategies derived from CISA guidance for vaccine encouragement among essential workers (offering on-site vaccination, paid time off for vaccination or side effects, monetary or other incentive for vaccination, use of workplace signage or other communication tools to promote vaccination, training for staff to serve as vaccine ambassadors, and townhalls or information sessions to promote vaccination among workers) (2). Free-text sections allowed respondents to describe other strategies and challenges to vaccine encouragement among employees.
Analytic and Statistical Methods
Business characteristics
Vaccine eligibility was defined dichotomously by City-designated industry group, as frontline essential/early eligibility for vaccine (“1b”, beginning January 25, 2021) (12) or other. While essential workers not included in 1b may have been vaccinated in the 1c phase preceding broad (“Phase 2”) eligibility in Chicago, most 1c and Phase 2 workers were vaccinated in the same period (April through June 2021), compared to 1b workers (February and March 2021). To aid comparison with findings from other jurisdictions, NIOSH’s Industry and Occupation Computerized Coding System (NIOCCS) was also used to categorize free-text industry descriptions into one of 27 major groupings per the North American Industry Classification System (NAICS)(15). Business size was defined categorically from total number of staff. Zip codes were used to classify single-location businesses by city region, consistent with the conventions used by other City departments for planning purposes and resource allocation.
Vaccine Requirement, Encouragement Strategies and Barriers
Use of each encouragement strategy was dichotomized (any or never) for primary series and/or boosters, and among full-time and part-time employees separately. Mean (with standard deviation, SD) and median (with interquartile range, IQR) numbers of strategies reported per workplace were calculated. Bivariate analyses with Fisher’s exact test compared coverage rates (higher versus lower) among workplaces reporting and not reporting use of each strategy. The Kruskal-Wallis test compared distributions of the number of strategies reported by workplaces in each coverage group. The hypotheses for these comparisons were 1) that businesses reporting use of encouragement strategies would also report higher coverage, and 2) that high-coverage workplaces would report using a greater number of vaccine encouragement strategies.
Thematic analyses of barriers to vaccine encouragement reported in free text responses utilized a deductive approach: descriptions of encouragement practices and barriers were classified using the “3C’s” model of factors of vaccine hesitancy (complacency, confidence, and convenience)(3). Potential factors related to confidence included safety (side effects), medical conditions or provider advice, other mistrust or anxiety (e.g., related to efficacy, government mistrust, philosophical or religious objections). Factors related to convenience included being too busy or lacking access (perceived cost, transportation, difficulty finding vaccine providers). Factors of complacency included workers not feeling the vaccine was necessary or perceiving that prior infection would be sufficiently protective against future COVID-19 infection.