Adoption and Implementation Barriers for Worksite Health Programs in the United States
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Sample
2.2. Measures
2.3. Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Firm Size | Percentage |
---|---|
10–24 Employees | 1175 |
(41.3) | |
25–49 Employees | 654 |
(23.0) | |
50–99 Employees | 364 |
(12.8) | |
100–249 Employees | 265 |
(9.3) | |
250–499 Employees | 131 |
(4.6) | |
500+ Employees | 254 |
(8.9) |
Industry | Number of Worksites in Sample |
---|---|
Agriculture mining, utility, construction, manufacturing | 526 |
(18.5) | |
Trade, retail, transportation, warehouse | 310 |
(10.9) | |
Arts, food services | 431 |
(15.2) | |
Information, finance, real estate technical, consult, admin, waste | 430 |
(15.1) | |
Education, healthcare (excluding hospital works) | 552 |
(19.4) | |
Public administration | 256 |
(9.0) | |
Hospital worksites—general, surgical, psychiatric, other | 338 |
(11.9) | |
Unionized | 444 |
(15.6) | |
n = 2843 |
Barriers | Percentage |
---|---|
Financial costs | 56.4 |
Competing demands | 40.1 |
Lack of employee interest | 39 |
Lack of trained personnel | 32.2 |
Demonstrating results | 25.5 |
Senior management | 20.6 |
Middle management | 17.9 |
Concerns about confidentiality | 15.6 |
Employee distrust | 13.7 |
n = 1792–2050 |
Worksite Programs | Percentage |
---|---|
Any program | 52.2 |
Physical activity | 31.6 |
Nutrition | 26.3 |
Obesity | 16.3 |
Tobacco | 22.3 |
Alcohol | 15.4 |
Lactation support | 10.7 |
MSD program | 13.1 |
Stress management | 22.8 |
Sleep management | 9.5 |
n = 2843 |
Model 1 | Model 2 | Model 3 | Model 4 | |
---|---|---|---|---|
25–49 Employees 1 | 1.19 (0.97–1.45) | 1.16 (0.948–1.422) | 1.14 (0.90–1.44) | 1.12 (0.81–1.55) |
50–99 Employees | 2.24 (1.76–2.87) *** | 2.06 (1.60–2.65) *** | 1.85 (1.38–2.48) *** | 2.29 (1.45–3.49) *** |
100–249 Employees | 4.14 (3.05–5.62) *** | 3.38 (2.46–4.65) *** | 3.05 (2.11–4.40) *** | 2.68 (1.65–4.37) *** |
250–499 Employees | 7.27 (4.49–11.78) *** | 5.67 (3.16–8.76) *** | 5.15 (2.75–9.65) *** | 5.63 (2.16–14.68) *** |
500+ Employees | 15.12 (9.61–23.79) *** | 10.36 (6.38–16.81) *** | 9.13 (5.07–16.41) *** | 7.09 (3.30–15.29) *** |
Trade 2 | 1.40 (1.04–1.89) * | 1.38 (0.99–1.94) | 1.48 (0.92–2.37) | |
Arts | 0.94 (0.71–1.24) | 0.91 (0.66–1.24) | 1.31 (0.84–2.06) | |
Tech services | 1.18 (0.90–1.54) | 1.13 (0.83–1.54) | 1.49 (0.97–2.23) | |
Ed Services | 1.66 (1.28–2.14) *** | 1.26 (0.94–1.71) | 1.44 (0.95–2.18) | |
Public administration | 4.10 (2.86–5.89) *** | 2.17 (1.41–3.25) *** | 3.08 (1.69–5.60) *** | |
Hospitals | 2.33 (1.59–3.40) *** | 2.32 (1.45–3.64) *** | 3.24 (1.77–5.95) *** | |
Union | 3.07 (2.27–4.17) *** | 3.38 (2.18–5.29) *** | ||
Lack of employee interest | 2.09 (1.44–3.03) *** | |||
Employee distrust | 1.17 (0.86–1.60) | |||
Business demands | 1.16 (0.82–1.65) | |||
Confidentiality | 1.09 (0.78–1.15) | |||
Need for results | 2.09 (1.44–3.03) *** | |||
Lack of mid man support | 1.40 (0.88–2.21) | |||
Legal concerns | 1.00 (0.72–1.41) | |||
Lack of space | 1.76 (1.26–2.48) ** | |||
Lack of top man support | 0.50 (0.32–0.78) ** | |||
Financial cost | 0.58 (0.39–0.88) * | |||
Lack of Personnel | 0.56 (0.35–0.73) *** | |||
Lack of qualified vendors | 0.56 (0.40–0.79) ** | |||
Nagelkerke R-square | 0.167 | 0.206 | 0.215 | 0.324 |
Physical Activity | Nutrition | Obesity | Tobacco | Alcohol | Lactation | MSD | Stress | Sleep | |
---|---|---|---|---|---|---|---|---|---|
25–49 Employees | 0.89 (0.62–1.27) | 0.83 (0.56–1.28) | 0.68 (0.44–1.05) | 0.68 (0.44–1.03) | 0.72 (0.46–1.11) | 0.97 (0.53–1.76) | 0.55 (0.34–0.90) * | 0.78 (0.52–1.17) | 0.53 (0.30–0.93) * |
50–90 Employees | 1.25 (0.81–1.92) | 1.35 (0.85–2.13) | 0.85 (0.44–1.43) | 1.10 (0.65–1.77) | 1.02 (0.61–1.70) | 1.66 (0.89–3.12) | 0.82 (0.38–1.41) | 1.17 (1.03–2.70) * | 0.91 (0.4–1.69) |
100–249 Employees | 2.63 (1.65–4.19) *** | 2.63 (1.65–4.19) *** | 1.46 (0.87–2.47) | 2.04 (1.25–3.34) ** | 1.69 (1.00–2.85) * | 2.18 (1.18–4.02) *** | 1.11 (0.64–1.93) | 1.70 (1.03–2.70) * | 0.59 (0.30–1.18) |
250–499 Employees | 3.06 (1.45–6.47) ** | 3.06 (1.45–6.47) *** | 2.57 (1.23–2.66) | 1.93 (0.93–3.99) | 0.85 (0.38–1.91) | 2.47 (1.08–6.66) * | 1.66 (0.70–3.56) | 1.50 (0.73–3.07) | 0.30 (0.10–0.89) * |
500+ Employees | 3.83 (2.16–6.8) *** | 6.81(3.66–12.68) *** | 6.81(3.66–12.68) *** | 6.16(3.41–11.13) *** | 2.56 (1.44–4.56) *** | 7.88(4.17–14.89) *** | 2.38 (1.32–4.29) ** | 5.64 (3.10–10.25) *** | 1.40 (0.70–2.77) |
Trade | 1.54 (0.93–2.56) | 1.45 (0.84–2.53) * | 1.68 (0.95–2.97) | 1.37 (0.08–2.36) | 1.32 (0.75–2.32) | 1.00 (0.67–2.11) | 1.19 (0.67–2.11) | 1.36 (0.78–2.38) | 1.41 (0.70–2.82) |
Arts/Entertainment | 1.70 (1.05–2.78) * | 1.70 (1.05–2.78) * | 1.88 (1.11–3.17) * | 1.16 (0.65–1.99) | 1.28 (0.74–2.22) | 1.13 (0.50–2.56) | 0.43 (0.22–0.84) | 1.54 (0.91–2.63) | 0.60 (0.27–1.33) |
Tech Services | 1.48 (0.93–2.35) | 1.62 (0.97–2.68) | 1.10 (0.62–1.94) | 0.85 (0.5–1.56) | 0.71 (0.40–1.25) | 1.78 (0.91–3.51) | 0.52 (0.28–0.95) | 1.39 (0.83.–2.32) | 1.28 (0.66–2.46) |
Educational Services | 1.64 (1.096–2.53) * | 2.12 (1.33–3.37) *** | 0.92 (0.54–1.58) | 0.96 (0.50–1.56) | 0.74 (0.44–1.25) | 1.88 (1.01–3.51) * | 0.75 (0.45–1.27) | 1.70 (1.06–2.73) * | 0.86 (0.45–1.65) |
Public Admin | 3.72 (2.11–6.54) *** | 3.52 (1.97–6.29) *** | 2.66 (1.49–4.76) *** | 2.45 (1.30–4.33) *** | 1.58 (0.89–2.80) *** | 1.47 (0.68–3.16) | 1.23 (0.60–2.21) | 2.96 (1.60–5.23) *** | 1.63 (0.85–3.19) |
Health Services | 2.68 (1.54–4.65) *** | 2.57 (1.44–4.58) *** | 2.73 (1.54–4.85) *** | 1.78 (1.00–3.15) * | 1.08 (0.59–1.97) | 4.03 (2.07–7.86) *** | 1.24 (0.68–2.25) | 3.14 (1.78–5.54) *** | 1.76 (0.85–3.66) |
Union | 3.43 (2.33–5.04) *** | 3.56 (2.41–5.25) *** | 2.80 (1.89–4.14) *** | 2.55 (1.73–3.77) *** | 4.04 (2.76–5.93) *** | 1.94 (1.20–3.12) *** | 4.22 (2.85–6.23) *** | 3.74 (2.55–5.49) *** | 4.86 (3.14–7.52) *** |
Lack of interest | 2.67 (1.77–4.08) *** | 2.71 (1.72–4.58) *** | 2.54 (1.54–4.19) *** | 3.51 (2.13–5.78) *** | 2.62 (1.59–4.34) *** | 1.28 (0.60–2.36) | 1.58 (0.965–2.62) | 2.25 (1.43–3.54) *** | 2.65 (1.38–5.08) ** |
Employee distrust | 1.01 (0.74–1.39) | 1.38 (0.98–1.93) | 1.07 (0.74–1.54) | 1.06 (0.75–1.50) | 1.16 (0.81–1.68) | 1.29 (0.82–2.03) | 1.34 (0.91–1.97) | 1.11 (0.79–1.57) | 1.49 (96–2.32) |
Competing demands | 1.37 (0.96–1.97) | 1.05 (0.72–1.54) | 0.91 (0.61–1.35) | 1.10 (0.74–1.64) | 0.92 (0.62–1.38) | 1.89 (1.11–3.20) * | 1.14 (0.74–1.75) | 0.96 (0.66–1.41) | 1.54 (0.93–2.58) |
Confidentiality | 1.02 (0.73–1.42) | 1.14 (0.80–1.62) | 0.74 (0.51–1.07) | 0.93 (0.65–1.64) | 0.75 (0.51–1.10) | 1.75 (1.10–2.78) * | .80 (0.51–1.19) | 0.96 (0.57–1.36) | 1.01 (0.64–1.59) |
Need for results | 2.45 (1.68–3.61) *** | 2.79 (1.85–4.21) *** | 2.32 (1.50–3.59) *** | 2.62 (1.71–4.01) *** | 1.52 (0.99–2.34) | 1.29 (0.74–2.22) | 1.67 (1.06–2.63) * | 2.39 (1.58–3.61) *** | 1.59 (0.93–2.71) |
Lack of mid man sup | 1.15 (0.73–1.82) | 1.69 (1.04–2.75) * | 1.63 (0.98–2.70) | 1.98 (1.21–3.27) *** | 1.74 (1.05–2.89) * | 1.05 (0.56–1.89) | 1.85 (1.0–3.13) | 2.22 (1.36–3.64) ** | 2.92 (1.61–5.32) *** |
Legal concerns | 1.18 (0.84–1.66) | 1.05 (0.73–1.51) | 1.14 (0.78–1.67) | 1.42 (0.98–2.06) | 1.28 (0.88–1.87) | 1.21 (0.76–1.93) | 1.26 (0.84.1.88) | 1.21 (0.88–1.74) | 0.95 (0.60–1.52) |
Lack of Space | 1.52 (1.07–2.15) * | 1.46 (1.01–2.11) * | 1.69 (1.13–2.52) | 1.22 (0.83–1.79) | 1.52 (1.0–2.26) *) | 1.16 (0.71–1.88) | 1.05 (0.70–1.58) | 1.27 (0.88–1.85) | 0.87 (0.54–1.38) |
Lack of top man sup | 0.54 (.34–0.84) ** | 0.41 (0.30–0.80) *** | 0.49 (0.30–0.80) *** | 0.46 (0.20–0.75) ** | 0.52 (0.20–0.85) ** | 0.72 (0.39–1.22) | 0.28 (0.17–47) *** | 0.46 (28–0.74) *** | 0.34 (0.19–0.61) *** |
Financial Cost | 0.52 (0.34–79) *** | 0.59 (0.38–0.49) *** | 0.91 (0.56–1.47) | 0.57 (0.36–0.90) * | 1.01 (0.62–1.63) | 0.49 (0.27–0.87) * | 1.07 (0.65–1.75) | 0.54 (0.35–0.85) ** | 0.45 (0.26–0.78) ** |
Lack of personnel | 0.46 (0.32–0.66) *** | 0.33 (0.23–0.76) *** | 0.40 (0.27–0.58) *** | 0.35 (0.24–0.52) *** | 0.35 (0.24–0.52) *** | 0.75 (0.46–1.24) | 0.58 (0.38–0.88) * | 0.52 (0.35–76) *** | 0.51 (0.32–0.83) ** |
Lack of vendors | 0.53 (0.37–0.74) *** | 0.53 (0.37–0.76) *** | 0.59 (0.41–0.87) ** | 0.44 (0.30–0.63) *** | 0.64 (0.44–0.94) * | 0.60 (0.38–0.95) * | 0.77 (0.52–1.15) | 0.47 (0.33–0.68) *** | 0.55 (0.35–0.87) *** |
Nagelkerke R-Sq | 0.333 | 0.389 | 0.282 | 0.369 | 0.188 | 0.305 | 0.287 | 0.350 | 0.327 |
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Weinstein, M.; Cheddie, K. Adoption and Implementation Barriers for Worksite Health Programs in the United States. Int. J. Environ. Res. Public Health 2021, 18, 12030. https://doi.org/10.3390/ijerph182212030
Weinstein M, Cheddie K. Adoption and Implementation Barriers for Worksite Health Programs in the United States. International Journal of Environmental Research and Public Health. 2021; 18(22):12030. https://doi.org/10.3390/ijerph182212030
Chicago/Turabian StyleWeinstein, Marc, and Kalila Cheddie. 2021. "Adoption and Implementation Barriers for Worksite Health Programs in the United States" International Journal of Environmental Research and Public Health 18, no. 22: 12030. https://doi.org/10.3390/ijerph182212030
APA StyleWeinstein, M., & Cheddie, K. (2021). Adoption and Implementation Barriers for Worksite Health Programs in the United States. International Journal of Environmental Research and Public Health, 18(22), 12030. https://doi.org/10.3390/ijerph182212030