Why Early Career Researchers Escape the Ivory Tower: The Role of Environmental Perception in Career Choices
Abstract
:1. Introduction
1.1. Literature Review
1.1.1. Environment Perception and Postdoctoral Academic Career Choices
1.1.2. Individual Background and Postdoctoral Academic Career Choices
1.2. The Current Study
2. Materials and Methods
2.1. Participants
2.2. Methods
2.3. Data Analysis
3. Results
3.1. Descriptive and Correlation Analysis
3.2. Differences Test Across Groups
3.3. The Predictive Effect of Environment Perception
3.3.1. Predictors of Academic Career Choice
3.3.2. Differences Between Disciplines
4. Discussion
5. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variables | Mean | SD | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
---|---|---|---|---|---|---|---|---|---|---|---|
(1) Academic career choice | 0.637 | 0.481 | 1 | ||||||||
Environmental perception | (2) Institutional environment | 4.866 | 1.257 | 0.131 *** | 1 | ||||||
(3) Organizational environment | 3.838 | 1.469 | 0.074 *** | 0.653 *** | 1 | ||||||
(4) Living environment | 4.205 | 1.368 | 0.041 ** | 0.574 *** | 0.540 *** | 1 | |||||
(5) Support environment | 3.725 | 1.334 | 0.094 *** | 0.573 *** | 0.541 *** | 0.518 *** | 1 | ||||
(6) Gender | 0.483 | 0.500 | 0.053 *** | 0.016 | 0.085 *** | 0.025 | 0.033 ** | 1 | |||
(7) Age | 2.948 | 0.641 | 0.060 *** | −0.128 *** | −0.054 *** | −0.101 *** | −0.148 *** | 0.045 *** | 1 | ||
(8) Whether undertaking a postdoc in native country | 0.612 | 0.487 | −0.055 *** | −0.066 *** | 0.026 | 0.003 | −0.018 | 0.042 ** | −0.007 | 1 |
Institutional Environment | Organizational Environment | Living Environment | Support Environment | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean | SD | p | Mean | SD | p | Mean | SD | p | Mean | SD | p | ||
Gender | Female | 4.857 | 0.029 | 0.341 | 3.733 | 0.034 | 0.000 | 4.182 | 0.031 | 0.137 | 3.691 | 0.030 | 0.044 |
Male | 4.897 | 0.030 | 3.982 | 0.035 | 4.249 | 0.032 | 3.780 | 0.032 | |||||
Whether in native country | In native country | 4.970 | 0.032 | 0.000 | 3.791 | 0.038 | 0.117 | 4.199 | 0.035 | 0.832 | 3.756 | 0.035 | 0.268 |
Not in native country | 4.800 | 0.027 | 3.868 | 0.031 | 4.209 | 0.029 | 3.706 | 0.028 | |||||
Work field | Agriculture and food | 4.868 | 1.369 | 0.241 | 4.155 | 1.538 | 0.000 | 4.382 | 1.261 | 0.000 | 3.773 | 1.382 | 0.004 |
Astronomy and planetary | 4.825 | 1.321 | 3.627 | 1.648 | 4.077 | 1.499 | 3.765 | 1.383 | |||||
Biomedical and clinical | 4.820 | 1.251 | 3.758 | 1.450 | 4.079 | 1.354 | 3.634 | 1.323 | |||||
Chemistry | 4.850 | 1.318 | 3.963 | 1.495 | 4.162 | 1.523 | 3.883 | 1.410 | |||||
Computer and mathematics | 5.076 | 1.259 | 4.038 | 1.479 | 4.462 | 1.264 | 4.000 | 1.351 | |||||
Ecology and evolution | 4.910 | 1.189 | 3.542 | 1.273 | 4.512 | 1.281 | 3.771 | 1.289 | |||||
Engineering | 4.955 | 1.380 | 4.099 | 1.591 | 4.196 | 1.513 | 3.897 | 1.474 | |||||
Geology and environmental | 4.981 | 1.157 | 3.922 | 1.400 | 4.436 | 1.354 | 3.868 | 1.225 | |||||
Health care | 4.835 | 1.310 | 4.094 | 1.523 | 4.162 | 1.370 | 3.740 | 1.354 | |||||
Other science-related field | 4.876 | 1.241 | 3.952 | 1.541 | 4.369 | 1.323 | 3.656 | 1.320 | |||||
Physics | 4.838 | 1.290 | 3.782 | 1.525 | 4.351 | 1.332 | 3.840 | 1.297 | |||||
Social sciences | 5.110 | 1.038 | 3.912 | 1.367 | 4.511 | 1.345 | 3.945 | 1.245 |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
Institutional environment | 1.253 *** (0.036) | 1.290 *** (0.054) | |||
Organizational environment | 1.115 *** (0.027) | 0.975 (0.034) | |||
Living environment | 1.056 ** (0.028) | 0.892 *** (0.031) | |||
Support environment | 1.180 *** (0.032) | 1.111 *** (0.039) | |||
Gender | 1.221 *** (0.089) | 1.209 *** (0.088) | 1.235 *** (0.090) | 1.228 *** (0.090) | 1.228 *** (0.090) |
Age | 1.251 *** (0.075) | 1.192 *** (0.071) | 1.183 *** (0.070) | 1.246 *** (0.075) | 1.272 *** (0.077) |
Whether in native country | 0.873 * (0.066) | 0.824 ** (0.062) | 0.839 ** (0.063) | 0.843 ** (0.063) | 0.883 (0.067) |
Intercept | 0.319 (0.125) | 0.706 (0.263) | 0.906 (0.341) | 0.533 (0.201) | 0.323 (0.129) |
Work field | yes | yes | yes | yes | yes |
Current address | yes | yes | yes | yes | yes |
Number of observations | 3623 | 3623 | 3625 | 3622 | 3620 |
R2 | 0.039 | 0.030 | 0.027 | 0.034 | 0.043 |
Engineering | Science | Humanities | |
---|---|---|---|
Institutional environment | 1.335 *** (0.068) | 1.363 *** (0.141) | 0.706 (0.217) |
Organizational environment | 0.987 (0.043) | 0.877 (0.078) | 1.025 (0.212) |
Living environment | 0.883 *** (0.038) | 0.852 * (0.071) | 1.185 (0.218) |
Support environment | 1.099 ** (0.047) | 1.196 ** (0.108) | 1.266 (0.279) |
Gender | 1.189 * (0.107) | 1.104 (0.203) | 1.931 (0.899) |
Age | 1.329 *** (0.106) | 1.245 (0.184) | 1.229 (0.421) |
Whether in native country | 0.825 ** (0.079) | 1.000 (0.191) | 1.489 (0.649) |
Intercept | 0.285 (0.134) | 1.579 (1.973) | 1.340 (2.248) |
Current address | yes | yes | yes |
Number of observations | 2229 | 631 | 152 |
R2 | 0.033 | 0.042 | 0.054 |
Hypotheses | Acceptance | Rejection |
---|---|---|
Hypothesis 1 | Yes | |
Hypothesis 2 | Yes | |
Hypothesis 3 | Yes |
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Liu, X.; Zhang, X.; Li, Y. Why Early Career Researchers Escape the Ivory Tower: The Role of Environmental Perception in Career Choices. Educ. Sci. 2024, 14, 1333. https://doi.org/10.3390/educsci14121333
Liu X, Zhang X, Li Y. Why Early Career Researchers Escape the Ivory Tower: The Role of Environmental Perception in Career Choices. Education Sciences. 2024; 14(12):1333. https://doi.org/10.3390/educsci14121333
Chicago/Turabian StyleLiu, Xinqiao, Xinyuan Zhang, and Yan Li. 2024. "Why Early Career Researchers Escape the Ivory Tower: The Role of Environmental Perception in Career Choices" Education Sciences 14, no. 12: 1333. https://doi.org/10.3390/educsci14121333
APA StyleLiu, X., Zhang, X., & Li, Y. (2024). Why Early Career Researchers Escape the Ivory Tower: The Role of Environmental Perception in Career Choices. Education Sciences, 14(12), 1333. https://doi.org/10.3390/educsci14121333