Gender and Age Variations in Pharmacists’ Job Satisfaction in the United States
Abstract
:1. Introduction
2. Background
3. Objectives
4. Methods
4.1. Indices
4.2. Statistical Model
- Xijk was the index value reported by the kth pharmacist in the jth age group and the ith gender;
- μ was the overall mean;
- γi was the systematic effect of the ith gender;
- αj was the systematic effect of the jth age group;
- (γα)ij was the gender-age group interaction effect;
- εijk was the stochastic disturbance (random error) term of the kth pharmacist in the jth age group and the ith gender;
- i = 1 for men and i = 2 for women;
- j = 1 for pharmacists under 45 years of age, j = 2 for 45–59 year-old pharmacists, and j = 3 for pharmacists 60 years or older; and
- nij was the number of pharmacists of the ith gender and the jth age group reporting their index value for each index assessing satisfaction with key facets of their work.
4.3. Data
5. Results
5.1. Indices
5.2. Wages and Salaries
6. Discussion
7. Limitations
8. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Index and Statistical Significance | Age Group | Gender | ||
---|---|---|---|---|
Men (i = 1) | Women (i = 2) | Both Genders | ||
Number of observations | Under 45 years old (j = 1) | 71 (n11) | 118 (n21) | 189 |
45–59 years old (j = 2) | 173 (n12) | 147 (n22) | 320 | |
60 years or older (j = 3) | 159 (n13) | 33 (n21) | 192 | |
All age groups | 403 | 298 | 701 | |
Adequacy of earnings and benefits Interaction effect (p = 0.038) | Under 45 years old (j = 1) | 5.45 (3.12) | 6.93 (2.60) | 6.38 (2.88) |
45–59 years old (j = 2) | 5.64 (3.00) | 6.37 (2.70) | 5.97 (2.88) | |
60 years or older (j = 3) | 7.27 (2.63) | 6.29 (1.96) | 7.08 (2.53) | |
All age groups | 6.21 (2.99) | 6.58 (2.58) | 6.37 (2.82) | |
Importance of earnings and benefits Between genders (p = 0.038) | Under 45 years old (j = 1) | 6.03 (3.02) | 7.11 (2.65) | 6.70 (2.83) |
45–59 years old (j = 2) | 5.73 (3.00) | 7.17 (2.37) | 6.37 (2.82) | |
60 years or older (j = 3) | 6.90 (2.83) | 6.59 (2.37) | 6.84 (2.74) | |
All age groups | 6.21 (2.99) | 7.08 (2.47) | 6.58 (2.80) | |
Amount of workload Between genders (p = 0.015) | Under 45 years old (j = 1) | 6.01 (3.27) | 7.03 (2.55) | 6.65 (2.88) |
45–59 years old (j = 2) | 6.83 (2.51) | 7.39 (2.06) | 7.09 (2.33) | |
60 years or older (j = 3) | 6.75 (2.37) | 6.81 (2.25) | 6.76 (2.34) | |
All age groups | 5.86 (3.30) | 7.18 (2.29) | 6.88 (2.50) | |
Stress Between genders (p ≤ 0.001) | Under 45 years old (j = 1) | 5.86 (3.30) | 6.96 (2.56) | 6.54 (2.90) |
45–59 years old (j = 2) | 6.54 (2.74) | 6.95 (2.50) | 6.73 (2.64) | |
60 years or older (j = 3) | 5.78 (3.14) | 6.81 (2.62) | 5.95 (3.08) | |
All age groups | 6.12 (3.02) | 6.94 (2.53) | 6.47 (2.85) | |
Job security Between genders (p = 0.043) | Under 45 years old (j = 1) | 5.54 (2.99) | 6.84 (2.44) | 6.34 (2.73) |
45–59 years old (j = 2) | 5.70 (3.11) | 6.13 (2.81) | 5.90 (2.98) | |
60 years or older (j = 3) | 6.09 (3.30) | 5.97 (2.86) | 6.07 (3.22) | |
All age groups | 5.82 (3.16) | 6.39 (2.69) | 6.06 (2.98) | |
Availability of advancement opportunities | Under 45 years old (j = 1) | 3.42 (2.68) | 4.11 (3.15) | 3.85 (2.99) |
45–59 years old (j = 2) | 3.34 (2.86) | 3.37 (3.03) | 3.35 (2.93) | |
60 years or older (j = 3) | 3.10 (3.20) | 3.61 (2.90) | 3.19 (3.15) | |
All age groups | 3.26 (2.97) | 3.69 (3.07) | 3.44 (3.02) | |
Autonomy | Under 45 years old (j = 1) | 5.55 (2.78) | 6.27 (2.37) | 5.99 (2.55) |
45–59 years old (j = 2) | 5.80 (2.70) | 6.14 (2.86) | 5.96 (2.78) | |
60 years or older (j = 3) | 5.93 (2.96) | 5.59 (2.01) | 5.87 (2.82) | |
All age groups | 5.81 (2.82) | 6.13 (2.60) | 5.94 (2.73) | |
Scheduling flexibility Between genders (p = 0.045) | Under 45 years old (j = 1) | 5.11 (3.02) | 6.15 (3.15) | 5.76 (3.14) |
45–59 years old (j = 2) | 5.27 (3.22) | 6.27 (3.09) | 5.72 (3.20) | |
60 years or older (j = 3) | 5.88 (3.27) | 5.55 (2.86) | 5.82 (3.20) | |
All age groups | 5.48 (3.21) | 6.14 (3.09) | 5.76 (3.18) | |
Supervisor’s support Between genders (p = 0.005) | Under 45 years old (j = 1) | 5.07 (2.88) | 6.00 (3.04) | 5.65 (3.01) |
45–59 years old (j = 2) | 5.00 (3.25) | 5.92 (3.32) | 5.42 (3.31) | |
60 years or older (j = 3) | 5.51 (3.62) | 6.15 (2.68) | 5.62 (3.48) | |
All age groups | 5.21 (3.34) | 5.98 (3.13) | 5.54 (3.27) | |
Relations with coworkers Between genders (p = 0.009) | Under 45 years old (j = 1) | 6.01 (3.08) | 7.27 (2.24) | 6.79 (2.65) |
45–59 years old (j = 2) | 6.25 (2.90) | 6.86 (2.56) | 6.53 (2.76) | |
60 years or older (j = 3) | 6.63 (2.92) | 6.70 (2.67) | 6.64 (2.87) | |
All age groups | 6.36 (2.94) | 7.00 (2.45) | 6.63 (2.76) | |
Fairness in the workplace | Under 45 years old (j = 1) | 6.13 (2.73) | 6.38 (2.51) | 6.29 (2.59) |
45–59 years old (j = 2) | 5.78 (2.88) | 6.08 (2.88) | 5.92 (2.88) | |
60 years or older (j = 3) | 6.18 (3.36) | 5.94 (2.68) | 6.14 (3.25) | |
All age groups | 6.00 (3.05) | 6.19 (2.71) | 6.08 (2.91) | |
Job atmosphere | Under 45 years old (j = 1) | 5.92 (2.48) | 6.53 (2.59) | 6.30 (2.56) |
45–59 years old (j = 2) | 5.70 (2.95) | 6.39 (2.72) | 6.02 (2.86) | |
60 years or older (j = 3) | 6.42 (3.07) | 6.18 (2.40) | 6.38 (2.96) | |
All age groups | 6.02 (2.93) | 6.42 (2.63) | 6.19 (2.81) | |
Importance of job to patients Between genders (p = 0.001) Among age groups (p = 0.063) | Under 45 years old (j = 1) | 5.70 (3.71) | 7.42 (2.64) | 6.77 (3.18) |
45–59 years old (j = 2) | 6.15 (3.49) | 7.87 (2.54) | 6.91 (3.21) | |
60 years or older (j = 3) | 7.62 (2.86) | 7.94 (0.97) | 7.68 (2.60) | |
All age groups | 6.62 (3.38) | 7.70 (2.45) | 7.08 (3.06) | |
Importance of job to the organization Between genders (p = 0.016) Interaction effect (p = 0.002) | Under 45 years old (j = 1) | 5.15 (3.21) | 7.64 (2.12) | 6.70 (2.84) |
45–59 years old (j = 2) | 5.99 (3.22) | 7.18 (2.67) | 6.51 (3.04) | |
60 years or older (j = 3) | 7.56 (2.81) | 6.53 (2.72) | 7.36 (2.80) | |
All age groups | 6.42 (3.19) | 7.28 (2.48) | 6.78 (2.94) | |
Overall job satisfaction Between genders (p = 0.024) | Under 45 years old (j = 1) | 5.76 (2.91) | 6.45 (2.48) | 6.19 (2.66) |
45–59 years old (j = 2) | 5.60 (3.19) | 6.60 (2.72) | 6.06 (3.02) | |
60 years or older (j = 3) | 6.14 (3.28) | 6.24 (2.50) | 6.16 (3.15) | |
All age groups | 5.84 (3.18) | 6.50 (2.60) | 6.12 (2.96) | |
Professional satisfaction Between genders (p ≤ 0.001) | Under 45 years old (j = 1) | 5.73 (2.69) | 7.19 (1.96) | 6.64 (2.37) |
45–59 years old (j = 2) | 5.81 (3.00) | 6.95 (2.76) | 6.33 (2.94) | |
60 years or older (j = 3) | 6.28 (3.19) | 6.67 (2.34) | 6.35 (3.06) | |
All age groups | 5.98 (3.03) | 7.01 (2.42) | 6.42 (2.83) | |
Own capability as a pharmacist Between genders (p = 0.093) | Under 45 years old (j = 1) | 6.18 (3.46) | 7.31 (3.19) | 6.89 (3.32) |
45–59 years old (j = 2) | 6.22 (3.49) | 7.72 (2.70) | 6.88 (3.24) | |
60 years or older (j = 3) | 7.37 (2.96) | 6.76 (2.80) | 7.25 (2.93) | |
All age groups | 6.64 (3.33) | 7.45 (2.91) | 6.98 (3.18) | |
Own performance as a pharmacist Between genders (p = 0.018) | Under 45 years old (j = 1) | 5.91 (3.80) | 7.35 (2.96) | 6.81 (3.36) |
45–59 years old (j = 2) | 5.80 (3.75) | 7.71 (3.01) | 6.65 (3.56) | |
60 years or older (j = 3) | 7.23 (3.33) | 6.94 (2.79) | 7.17 (3.22) | |
All age groups | 6.35 (3.65) | 7.48 (2.96) | 6.83 (3.42) |
Age Group | Gender | ||
---|---|---|---|
Men | Women | Both Genders | |
Under 45 years old | 121,463 | 108,395 | 113,388 |
(31,896) | (31,135) | (31,978) | |
45–59 years old | 126,350 | 102,330 | 115,055 |
(108,660) | (33,390) | (83,087) | |
60 years or older | 104,798 | 106,914 | 105,143 |
(67,700) | (20,238) | (62,432) | |
All age groups | 116,951 | 105,177 | 111,923 |
(84,131) | (31,437) | (67,126) |
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Carvajal, M.J.; Popovici, I.; Hardigan, P.C. Gender and Age Variations in Pharmacists’ Job Satisfaction in the United States. Pharmacy 2019, 7, 46. https://doi.org/10.3390/pharmacy7020046
Carvajal MJ, Popovici I, Hardigan PC. Gender and Age Variations in Pharmacists’ Job Satisfaction in the United States. Pharmacy. 2019; 7(2):46. https://doi.org/10.3390/pharmacy7020046
Chicago/Turabian StyleCarvajal, Manuel J., Ioana Popovici, and Patrick C. Hardigan. 2019. "Gender and Age Variations in Pharmacists’ Job Satisfaction in the United States" Pharmacy 7, no. 2: 46. https://doi.org/10.3390/pharmacy7020046
APA StyleCarvajal, M. J., Popovici, I., & Hardigan, P. C. (2019). Gender and Age Variations in Pharmacists’ Job Satisfaction in the United States. Pharmacy, 7(2), 46. https://doi.org/10.3390/pharmacy7020046