Comments by Zhao Chen, on Quest for Talents: Attraction and Retention of Highly Skilled Overseas Chinese in the United States and Canada
Pourquoi ce travail est dans la base
Une base qui oublie comment elle a trouvé un travail ne peut pas être vérifiée. Voici les voies qui ont admis celui-ci.
Notice bibliographique
Résumé
Zhao Chen: This paper addresses a very important topic. Overseas Chinese is a highly representative group of international immigrants worldwide who have contributed significantly to the development of high-tech sectors in developed countries. High-level talents of overseas Chinese returnees are also crucial for developing countries since they bring to their home country advanced know-how of technology embedded with their human capital. As a result, both attraction and retention of highly skilled overseas Chinese are important factors that policymakers should know, as they would reshape the spatial allocation of human capital of high-level talents.It is also a timely discussion on the recent situation about overseas Chinese since the situation for Chinese individuals in North America has become increasingly challenging in recent years. Meanwhile, the Chinese government has become more and more eager to attract high-level talent from overseas. So, given this situation, it is quite interesting to discuss the attraction and retention of highly skilled overseas Chinese in developed countries such as the United States and Canada.The authors have conducted a survey of overseas talents at the micro-level based on two questionnaires. I have some concerns about the representativeness of the data. First, I have to say that the sample is quite limited, making it difficult to judge if the findings are robust or not. Additionally, as we can see from the paper, most of the returnees are quite satisfied with their career or income—one possible concern is whether the sampling method makes the sample biased toward those with a higher satisfaction level. For example, those who are not satisfied might be inactive in social interactions and, as a result, are less likely to be covered by the survey.Nevertheless, the data is unique and provides a comprehensive view of both push and pull factors of Chinese overseas’ returning home country. Thus, it is possible to evaluate various factors associated with the career and income satisfaction of Chinese returnees, such as talent policy, marriage, food, and so forth. However, although it is interesting to know various factors that relate to the satisfaction of Chinese returnees, I still suggest that in the empirical work, the authors have a clear focus on some main factors.I assume that most readers will be quite interested in the role of the talent policy in attracting Chinese overseas. However, “talent policy” is a subjective measure in this paper, which indicates whether the returnee thinks a talent attraction policy is one of the main reasons for settling and developing their career at the destination. I would suggest that, in future studies, the authors could think about collecting data measuring local talent attraction policies at the city level and investigate whether such policies are effective in Chinese returnees’ locational choice of their destination when they want to settle down from overseas to mainland China. Of course, that would be another paper.In sum, I would say that this is an interesting paper although the data is quite limited. I hope it will attract a lot of interest and further discussion as well as studies on this topic.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle