| Literature DB >> 36223417 |
Sri Handayani1,2, Yohanes Andy Rias2,3,4, Maria Dyah Kurniasari4, Ratna Agustin5, Yafi Sabila Rosyad1, Ya Wen Shih6, Ching Wen Chang7, Hsiu Ting Tsai2,4.
Abstract
PURPOSE: To explore the wider determinant factor of citizens' spirituality, health engagement, health belief model, and attitudes towards vaccines toward acceptance and willingness to pay for a Coronavirus disease 2019 (COVID-19) vaccination.Entities:
Mesh:
Substances:
Year: 2022 PMID: 36223417 PMCID: PMC9555617 DOI: 10.1371/journal.pone.0274972
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Relationships of distributions of demographic and determinant factors with acceptance of and willingness to pay for COVID-19 vaccine (n = 1423).
| Variable | All participants ( | Acceptance | Willingness to pay | ||
|---|---|---|---|---|---|
| Mean (SD) | Mean (SD) | ||||
| Gender | |||||
| Men | 602 (42.3) | 3.85 (1.08) | 0.332 | 2.69 (1.28) | 0.006 |
| Women | 821 (57.7) | 3.90 (0.92) | 2.51 (1.09) | ||
| Age (years) | |||||
| 17~24 | 640 (45.0) | 3.84 (1.01) | 0.216 | 2.50 (1.13) | 0.047 |
| 25~39 | 550 (38.7) | 3.94 (0.93) | 2.66 (1.21) | ||
| >40 | 233 (16.4) | 3.88 (1.09) | 2.64 (1.20) | ||
| Marital status | |||||
| Not married | 861 (60.5) | 3.90 (0.97) | 0.380 | 2.57 (1.17) | 0.598 |
| Married | 562 (39.5) | 3.85 (1.02) | 2.60 (1.19) | ||
| Education | |||||
| ISCED <3 | 51 (3.6) | 3.84 (0.90) | 0.772 | 2.29 (1.10) | 0.072 |
| ISCED ≥3 | 1372 (96.4) | 3.88 (0.99) | 2.60 (1.18) | ||
| Income (IDR) | |||||
| <2.5 million | 782 (55.0) | 3.89 (0.98) | 0.585 | 2.46 (1.13) | <0.001 |
| 2.5~5 million | 432 (30.4) | 3.88 (0.95) | 2.72 (1.15) | ||
| 6~10 million | 166 (11.7) | 3.82 (1.09) | 2.63 (1.21) | ||
| >10 million | 43 (3.0) | 4.05 (1.21) | 3.30 (1.64) | ||
| Geographical region | |||||
| Western region | 1013 (71.2) | 3.87 (0.97) | 0.013 | 2.48 (1.12) | <0.001 |
| Eastern region | 169 (11.9) | 4.08 (1.01) | 1.28 (0.10) | ||
| Central region | 241 (16.9) | 3.80 (1.04) | 1.24 (0.08) | ||
| Urbanicity | |||||
| Rural | 635 (44.6) | 3.91 (0.95) | 0.404 | 2.51 (1.17) | 0.028 |
| Urban | 788 (55.4) | 3.86 (1.02) | 2.65 (1.18) | ||
| Pandemic’s impact on income | |||||
| No impact | 733 (51.5) | 3.88 (0.99) | 0.831 | 2.74 (1.19) | <0.001 |
| With an impact | 690 (48.5) | 3.89 (0.99) | 2.42 (1.14) | ||
Data are presented as the mean ± standard deviation (SD), or frequency and percentage. COVID-19 = coronavirus disease 2019, ISCED = international standard classification of education; IDR = Indonesian rupiah.
a an independent t-test or;
b a one-way ANOVA.
p<0.05 indicates statistical significance
Correlation of citizen’s spirituality, health engagement, and attitudes with their acceptance and willingness to pay for the COVID-19 vaccine (n = 1423).
| Variables | All participants | Acceptance | Willingness to pay | ||
|---|---|---|---|---|---|
| Mean (SD) | r | r | |||
| Spirituality | 72.32 (8.15) | 0.179 | <0.001 | -0.057 | 0.031 |
| Health engagement (HE) | 23.12 (4.33) | 0.718 | <0.001 | 0.269 | <0.001 |
| Attitudes towards vaccines (AVs) | 6.87 (1.70) | 0.677 | <0.001 | 0.266 | <0.001 |
| Health beliefs–Perceived susceptibility (PSU) | 14.14 (4.51) | 0.335 | <0.001 | 0.276 | <0.001 |
| Health beliefs–Perceived severity (PSE) | 14.04 (4.18) | 0.316 | <0.001 | 0.240 | <0.001 |
| Health beliefs–Perceived benefits (PBE) | 14.27 (3.91) | 0.392 | <0.001 | 0.328 | <0.001 |
| Health beliefs–Perceived barriers (PBA) | 11.26 (3.61) | -0.303 | < .001 | -0.086 | 0.001 |
Data are presented as the mean ± standard deviation (SD), correlation and significant value. COVID-19 = coronavirus disease 2019; AVs = attitude towards vaccines; HE = health engagement, PBA = perceived barriers; PBE = perceived benefits; PSE = perceived severity; PSU = perceived susceptibility. p values were calculated using a Pearson correlation; p<0.05 indicates statistical significance.
Summary of linear regression analysis demonstrating citizen’s spirituality, health engagement, and attitudes with their acceptance and willingness to pay for the COVID-19 vaccine (n = 1423).
| Variable | Acceptance | Willingness to pay | ||
|---|---|---|---|---|
| Unadjusted coef. β (95% CI) | Adjusted coef. β (95% CI)a | Unadjusted coef. β (95% CI) | Adjusted coef. β (95% CI)b | |
| Spirituality | 0.02 | 0.01 | -0.01 | -0.01 |
| (0.02~0.03) | (0.01~0.02) | (-0.02~-0.01) | (-0.02~-0.01) | |
| Health engagement (HE) | 0.16 | 0.09 | 0.07 | 0.03 |
| (0.16~0.17) | (0.08~0.10) | (0.06~0.09) | (0.01~0.05) | |
| Attitudes towards vaccines (AVs) | 0.39 | 0.18 | 0.18 | 0.04 |
| (0.37~0.42) | (0.16~0.21) | (0.15~0.22) | (0.01~0.09) | |
| Health beliefs–Perceived susceptibility (PSU) | 0.07 | 0.01 | 0.07 | 0.04 |
| (0.06~0.08) | (-0.01~0.02) | (0.06~0.09) | (0.01~0.07) | |
| Health beliefs–Perceived severity (PSE) | 0.08 | 0.02 | 0.07 | -0.01 |
| (0.06~0.09) | (-0.01~0.03) | (0.05~0.08) | (-0.04~0.02) | |
| Health beliefs–Perceived benefits (PBE) | 0.10 | 0.03 | 0.10 | 0.07 |
| (0.09~0.11) | (0.02~0.04) | (0.08~0.11) | (0.05~0.08) | |
| Health beliefs–Perceived barriers (PBA) | -0.08 | -0.03 | -0.03 | -0.01 |
| (-0.10~-0.07) | (-0.04~-0.02) | (-0.05~-0.01) | (-0.03~0.01) | |
AVs = attitude towards vaccines; β = beta; CIs = confidence intervals; COVID-19 = coronavirus disease 2019; HE = health engagement; PBA = perceived barriers; PBE = perceived benefits; PSE = perceived severity; PSU = perceived susceptibility. Adjusted beta-coefficients (coef.) and 95% CIs were estimated using a multiple linear regression after adjusting for a geographical region or b gender, age, income, geographical region, urbanicity, pandemic impact on income.
* p<0.05;
** p<0.001.