Skip to main content

Table 3 Probit regression estimates of determinants of willingness to accept or uptake COVID-19 vaccine

From: COVID-19 vaccine hesitancy among the adult population in Ghana: evidence from a pre-vaccination rollout survey

  

Dependent variable: accept COVID-19 vaccine

 

Self+

Someone++

Independent variables

AME(SE)

AME(SE)

Sex (Ref: male)

 Female

− 0.05 (0.03)

− 0.06** (0.03)

Age (Ref: 18–23)

 24–29

− 0.17*** (0.05)

− 0.09* (0.05)

 30–35

− 0.13** (0.05)

− 0.04 (0.05)

 36–41

− 0.18*** (0.06)

− 0.07 (0.06)

 42–47

− 0.15** (0.08)

0.00 (0.07)

 48 + 

− 0.21*** (0.08)

− 0.12 (0.08)

Education (Ref: none)

 Primary

− 0.16** (0.08)

− 0.11 (0.07)

 Middle/JHS/JSS

− 0.18** (0.09)

− 0.18** (0.08)

 Secondary/SHS/SSSS

− 0.13** (0.06)

− 0.14** (0.06)

 Tertiary

− 0.07 (0.04)

− 0.07 (0.04)

Region (Ref: Ashanti)

 Brong Ahafo

0.16 (0.11)

0.23** (0.11)

 Bono East

0.15 (0.12)

0.16 (0.11)

 Central

0.20*** (0.07)

0.27*** (0.07)

 Eastern

0.21*** (0.07)

0.26*** (0.07)

 Greater Accra

0.10 (0.06)

0.16** (0.06)

 Northern

0.26*** (0.09)

0.24** (0.10)

 Oti

0.20 (0.25)

0.20 (0.25)

 Upper East

0.16 (0.14)

0.19 (0.14)

 Upper West

0.31*** (0.09)

0.31*** (0.09)

 Volta

0.11* (0.06)

0.20*** (0.06)

 Western

0.23*** (0.08)

0.23*** (0.08)

 Western North

0.24* (0.13)

0.24** (0.12)

Marital status (Ref: divorced)

 Living together

0.02 (0.13)

0.16 (0.13)

 Married

0.03 (0.11)

0.12 (0.11)

 Never married

0.03 (0.11)

0.16 (0.12)

 Separated

0.17 (0.15)

0.30** (0.14)

 Widowed

− 0.15 (0.16)

− 0.01 (0.17)

Religion (Ref: Christian)

 Moslem

− 0.12* (0.06)

− 0.06 (0.06)

 Traditionalist/other

0.08 (0.12)

0.19* (0.10)

Willingness to pay (Ref: no)

 Yes

0.34*** (0.03)

0.35*** (0.03)

COVID-19 is caused by a virus (Ref: no)

 Yes

0.13 (0.08)

0.07 (0.08)

Observations

905

906

  1. Source: Field Data (2020); COVID-19 Coronavirus Disease 2019, JHS Junior High School, SHS Senior High School, JSS Junior Secondary School, SSS Senior Secondary School, Average Marginal Effects; Standard errors in parentheses; *p < 0.1, **p < 0.05, ***p < 0.01; +Self (the respondents himself or herself); ++(someone else including friends, relatives and co-workers etc.)