Individual characteristics |
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Age |
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Higher age (OR: 2.01 (95% CI 1.77-2.77)) (Enticott et al., 2018) [26]; Those aged 75–84 (PR = 1.42; 95% CI = 1.20–1.69, p < 0.01) (Trent et al., 2020) [36];
Qualitative findings: Those aged 85 plus (Briggs et al., 2019) [24]; Older people (those aged 70 and over) were very supportive of vaccines (Lupton et al., 2022) [32] |
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Individuals aged ≥50 (OR=1.30 [1.02; 1.67], p=0.036) (Ang et al., 2017 [21]) |
5 |
Sex
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Men: SARSCoV- 2 vaccine intention to uptake (OR: 1.37 (95% CI 1.08-1.72)) (Enticott et al., 2018) [26]
Women: Pneumococcal vaccine uptake (69.1% (95% CI: 68.6;69.6)) (Frank et al., 2020 [27]; (PR = 1.21, 95% CI = 1.02–1.45, p = 0.03) (Trent et al., 2020) [36];
Herpes zoster vaccine uptake (adjusted OR: 1.1, 95% CI: 1.1–1.2) (Lin et al., 2020) [33] |
Women (OR: 0.83, p < .05) (Tan et al., 2022 [35]) |
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5 |
Knowledge and awareness |
Never having heard of the pneumococcal vaccine (PR = 0.07; 95 %CI = 0. 03–0.18; p < 0.01) (Trent et al., 2020)
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Awareness of the eligibility of the free pneumococcal vaccination under the National Immunisation Programme (PR = 5.02; 95% CI = 2.34– 10.77; p < 0.01) (Trent et al., 2020) [36]
Qualitative findings: Awareness of the availability of vaccine for specific age group for older people (Kaufman et al., 2022) [31] |
Qualitative findings: Misconceptions of influenza vaccines (Teo et al., 2019 [18]) Lack of knowledge about the influenza vaccine (Cummings et al., 2020 [25]; Ho et al., 2017 [30]) |
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5 |
Past vaccination experience or infection
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Had influenza vaccination in the previous 12 months (PR = 4.28; 95% CI = 2.85–6.44, p < 0.01) (Trent et al., 2022) [36]
Qualitative findings: Participants who had been immunised against pneumococcal disease were also receptive to influenza vaccination (Briggs et al., 2019) [24]. Older people referred to their experience of disease and vaccination over their lifetimes when expressing their appreciation that COVID vaccines existed (Lupton et al., 2022) [32] |
Qualitative findings: The lack of experience with influenza also caused participants to not pay much attention to the need for vaccination (Teo et al., 2019 [18])
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Qualitative findings: Previous positive experience with influenza vaccines (Teo et al., 2019 [18]) |
4 |
Perceived health status |
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Poorer perceived health (moderate, aOR=0.68 [0.55; 0.83], p<0.0005); bad, aOR=0.17 [0.07;0.40], p<0.0005) (Ang et al., 2017 [21])
(moderate, aOR=0.55 [0.41; 0.75] p<0.0005; bad, aOR=0.28 [0.11;0.66] p=0.004) (Ang et al., 2018 [20])
(p < .0.001) (Tan et al., 2022 [35])
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Positive perceived of health status (OR: 1.26, p < 0.001)(Tan et al., 2022 [35]) |
3 |
Comorbidities |
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Individuals with comorbidities (95% CI: 71.3-72.3, p < 0.001) (Frank et al., 2020) [27] such as lung disease (PR = 1.36, 95% CI = 1.11– 1.67, p < 0.01) (Trent et al., 2022) [36] |
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Individuals with comorbidities (aOR=1.43 [1.14; 1.80], p=0.002) (Ang et al., 2017 [21]) |
3 |
Income |
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High monthly household income (>$6000): (">6000$": OR=3.18 [1.98; 5.09], p<0.0005) (Ang et al., 2018 [20])
(>$6000: OR=1.59 [1.17; 2.17], p=0.002) (Ang et al., 2017 [21]) |
2 |
Marital status |
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Married (aOR=0.61 [0.44; 0.86], p=0.005) (Ang et al., 2017 [21]) |
Separated, divorced or widowed (aOR=2.53, 95% CI 1.16–5.54, p=0.020) (Ang et al., 2018 [20]) |
2 |
Smoking status |
Being a tobacco smoker (PR = 0.69, 95% CI = 0.48–0.98; p = 0.04) (Trent et al., 2020) |
Being an ex-smoker compared to non-smoker or smoker (71.2 (95% CI 70.6-71.8, p < 0.001)) (Frank et al., 2020) [27] |
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2 |
Education |
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Higher education level (A-level/diploma/degree) (aOR=1.56 [1.08; 2.27] p=0.019) (Ang et al., 2018 [20]) |
1 |
Employment status |
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Working in the last 12 months (aOR=0.72 [0.59; 0.89], p=0.002) (Ang et al., 2017 [21]) |
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1 |
Housing type |
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Lived in wealthier house types 4–5 room flats or condominiums: (OR: 1.28, p< 0.05) compared to those who lived in less wealthy house types (e.g.: 1–3 room flats) (Tan et al., 2022 [35]) |
1 |
Ethnicity |
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Indian (OR: 0.66, p< 0.05) (Tan et al., 2022 [35]) |
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1 |
Engagement in physical activity |
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Sufficient total physical activity (aOR=3.04 [2.38-3.90], p<0.0005) (Ang et al., 2017 [21]) |
1 |
Attitudes and beliefs |
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Perceived benefits of vaccine |
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Qualitative findings: Benefits of vaccination in relation to health, longevity (Graham et al., 2022) [28]; Hamilton et al., 2022 [29]) Individual and community protection (Kaufman et al., 2022 [31]; Lupton et al., 2022 [32]) Having personal freedoms that one would gain from vaccination (e.g.: freedom to travel, socialise) (Hamilton et al., 2022 [29]; Kaufman et al., 2022 [31]) |
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Qualitative findings: Protect oneself from influenza infection (Teo et al., 2019 [18]) Believed that vaccine contains vitamins (Cummings et al., 2020 [25]) Belief that vaccine can lead to having a stronger body, being able to eat anything without fear of falling ill and that prevention is better than cure (Ho et al., 2017 [30]) |
7 |
Perceived vaccine safety |
Qualitative findings: Belief that vaccine is not safe (Graham et al., 2022; Hamilton et al., 2022) Fear of short- and/or long-term side effects (Kaufman et al., 2022) |
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Qualitative findings: Worry of side effects and pain (Teo et al., 2019 [18]; Cummings et al., 2020; Ho et al., 2017 [30]) and that it could affect their ability to work (Teo et al., 2019 [38]) Vaccine would weaken bodies (Ho et al., 2017 [30])
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Qualitative findings: Trust in safety of vaccines (Teo et al., 2019 [18])
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6 |
Social responsibility |
Adult populations without regular contact with young children (Bayliss et al., 2021) Being a healthcare worker: (OR: 0.5 (95% CI 0.3-0.8) (for general vaccine); OR: 0.5 (95% CI 0.3-0.8) (for SARS- CoV- 2 vaccines)) (Enticott et al., 2018) |
Individuals in close contact with children <5 years old (parents, grandparents and carers of children). Mothers and grandmothers consistently reported higher rates of pertussis vaccination than fathers and grandfathers (Bayliss et al., 2021)[22]
Qualitative findings: Concern for the health and livelihood of grandchildren and other family members pervaded the data, followed by responsibility for the community in general (Briggs et al., 2019)[24] Protecting people in the public and having a moral obligation to be vaccinated. (“safety of everyone else”, “protection of others”) (Hamilton et al., 2022) [29] |
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Qualitative findings: Protecting loved ones (Teo et al., 2019 [18]) |
5 |
Trust |
General distrust of vaccines (PR = 0.50; 95% CI = 0.28–0.89; p = 0.02) (Trent et al., 2020)
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Qualitative findings Lack of trust in governments (Graham et al., 2022)[28] |
Qualitative findings: Mistrust in doctor’s advice (Teo et al., 2019 [18]) Do not trust doctors - doctors may held profit interests (Cummings et al., 2020 [25]) |
Trust in formal sources of information government sources, local news on television and local news on the radio (OR: 1.28; p < .001) were significantly more likely to have received at least 1 dose of the COVID-19 vaccine in June 2021 (Tan et al., 2022 [35])
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5 |
Perceived susceptibility |
Low perceived susceptibility to disease (PR = 0.73; 95% CI = 0.58–0.92; p = 0.01) (Trent et al., 2020)
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High perceived severity to disease (PR = 1.62; 95% CI = 1.29–2.95; p < 0.01). (Trent et al., 2020) [36] Belief that they had a health condition that would increase their risk of pneumonia (PR = 1.79; 95% CI = 1.47–2.18; p < 0.01) (Trent et al., 2020)
Qualitative findings: High perceived severity to disease (Lupton et al., 2022)[32] |
Qualitative findings: Perceived low risk to getting influenza. This was reinforced by previous encounters with mild episodes of influenza (Teo et al., 2019 [18]) |
Qualitative findings: Perceived vulnerability was evidenced by frequent influenza episodes previously and the notion that a vaccine would reduce the severity of infection (Teo et al., 2019 [18]) Belief that pneumonia is an illness that is more serious than influenza (Ho et al., 2017 [30]) |
4 |
Perceived effectiveness of vaccine |
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Positive perception of the effectiveness of vaccine (Burke et al., 2021 [23]; Enticott et al., 2018 [26])
(PR = 4.37; 95% CI = 2.05–9.32; p < 0.01) (Trent et al., 2020 [36])
(OR=14.6 (95% CI 10.9 to 19.5) for general vaccine and 14.0 (95% CI 10.4 to 18.9) for SARS- CoV- 2 vaccine) (Enticott et al., 2018 [26])
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3 |
Personal health beliefs and practices |
A preference to develop immunity ‘naturally’ (PR = 0.37; 95% CI = 0.24–0.57; p < 0.01) (Trent et al., 2020)
Use of naturopath/herbalist or other alternative health practitioners (p < 0.05; OR = 0.78; 95% CI: 0.65, 0.93) (Wardle et al., 2017)
Having practiced yoga often: influenza vaccination (p < 0.05; OR = 0.79; 95% CI: 0.66, 0.95) pneumococcal vaccination (p < 0.05; OR = 0.78; 95% CI: 0.60, 1.02) (Wardle et al., 2017) |
Use of vitamins/minerals: Use at least sometimes (OR = 1.17; 95% CI: 1.00, 1.36) or often (1.22; 95% CI: 1.08, 1.38) were more likely to have received the influenza vaccination. Use vitamins often (OR = 1.24; 95% CI: 1.06, 1.44) were more likely to have received a pneumococcal vaccination (Wardle et al., 2017 [37])
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Qualitative findings: Dislike for taking any form of medication (Cummings et al., 2020 [25]) |
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3 |
Perceived severity |
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Qualitative findings: Believed that influenza is not a serious illness which warranted a vaccine (Teo et al., 2019 [18]) |
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1 |
Perceived importance of being vaccinated |
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Qualitative findings: There are more pressing issues such as other chronic health problems and heavy work commitments (Teo et al., 2019 [18]) |
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1 |
Religion |
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Qualitative findings: Religious objections (Cummings et al., 2020 [25]) |
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1 |
Fatalism |
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Qualitative findings: Perceived inevitability of illness in old age and belief in predestination (Teo et al., 2019 [18]) |
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1 |
Interpersonal |
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Social influences |
Qualitative findings Health practitioners acted as deterrents to vaccine uptake behaviours (Briggs et al., 2019) |
Recommendation to go for vaccine from doctor (PR = 10.25; 95% CI = 6.06–17.33; p < 0.01) (Trent et al., 2020 [36])
Qualitative findings Recommendation to go for vaccine from doctor (Kaufman et al., 2022 [31]; Briggs et al., 2019 [24]; Hamilton et al., 2022 [29]) |
Qualitative findings: Lack of advice and encouragement from healthcare workers (Teo et al., 2019 [18]; Cummings et al., 2020 [25]) Lack of encouragement from family members (Teo et al., 2019 [18]) Vaccine was deemed unnecessary as surrounding low vaccine uptake rates is low (Teo et al., 2019 [18]) |
Qualitative findings: Encouragement from friends and family (Teo et al., 2019 [18]; Cummings et al., 2020 [25]; Ho et al., 2017 [30])
Family and friends also helped to remind participants to have annual vaccination (Teo et al., 2019)
Encouragement from both doctors and nurses (Teo et al., 2019; Ho et al., 2017) |
8 |
Having a regular family doctor/GP |
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Having a regular family doctor/GP: (aOR=1.28 [1.06; 1.55], p=0.012) (Ang et al., 2017 [21]) (aOR=2.19 [1.67; 2.88]) (Ang et al., 2018 [20])
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2 |
Community |
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Socio-economic status |
Living in low SES area: (Frank et al., 2020); (aOR = 0.7, (0.6–0.8)) (Lin et al., 2020)) |
Living in higher SES area; residing in the least disadvantaged areas SES quintile (OR: 2.1 (95% CI 1.4-3.2) for general vaccine and (OR: 2.7, 95% CI 1.5-3.4) for SARSCoV- 2 vaccines (Enticott et al., 2018 [26]) |
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3 |
Locality |
Pneumococcal vaccine uptake among patients was lower among general practices located in outer/remote/very remote areas compared to inner regional or major cities: (95% CI 64.9-7.4) (Frank et al., 2020); (Lin et al., 2020))
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Coverage also varied by remoteness status and was highest in major cities (aOR = 0.7, (0.6–0.8), p < 0.05.) (Lin et al., 2020 [33]) |
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2 |
Access to vaccine |
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Vaccines are easily available (Burke et al., 2021 [23]) |
Qualitative findings: Inconvenient to travel to vaccine site and the long waiting hours at polyclinics (Cummings et al., 2020 [25]) |
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2 |
Complying to regulations |
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Qualitative findings: Complying with official recommendation to vaccinate before travel (Teo et al., 2019 [18]) |
1 |
Vaccine-related |
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Vaccine procedure |
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Qualitative findings: Fear of injections (Teo et al., 2019 [18]; Cummings et al., 2020 [25]) |
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2 |
Cost |
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Qualitative findings: Expensive (Ho et al., 2017 [30]) |
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1 |