10% (US$88 million) was dedicated to the improvement and feedback of supervision.
The top three interventions in the Human Resources building block were continuing education/on-the-job training, leadership and management capacity building, and improvement of feedback and supervision (56% - US$466 million, 27% - US$233 million, and 10% - US$88 million; respectively).
These approaches include investments to improve access to electronic resources, improvements in internet connectivity, improvements in the quality of supervision, expansion of the pool of supervisors through collaborations with institutions, and formal skills training on various aspects of research including scientific writing.
It can be noted that SVM has a small accuracy improvement with the increase of supervision, although it has better results than the semi-supervised algorithm alone.
In the intervention facilities, a correlation was found between frequency of supervision and improvements in performance.
The intervention of governments and their partners is crucial in translating the language and policy of supervision into improvements in the motivation, satisfaction and retention of health workers.
"This lack of supervision of the improvement of care won't work in future if it's left to its own devices".
On questions related to the importance of supervisors motivating supervisees, the role of punitive measures in SS, and the importance of supervision in the improvement of supervisees' performance, the mean score of CDs was significantly higher than that of intervention groups (Table 2).
The government should strengthen the guide of rural ECE, establish the regional and local kindergartens' institutions for teaching and research, and integrate quality improvement of rural ECE into the supervision and evaluation system of local governments' performance.
