Based on the reality that the Health Management Alliance(HMA)has been initially established nationwide as an important component of the integrated health care service system,on the basis of summarizing the evolution process of transaction cost theory,discriminating the essential characteristics of HMA,deconstructing HMA transaction cost and putting forward a quantitative measurement model,the coping strategies of HMA transaction cost are summarized into three levels:"knowing","reducing"and"increasing".It aims to solve the high transaction cost effectively and explore the economic system supply path;correct the deviation of the field of vision which only focuses on the"output orientation"of HMA in the early stage,and arouse the attention and thinking of all parties on the transaction cost of HMA;provide a new position and a new idea for HMA policy research and reform practice in China.

This study aims at developing a dataset for determining the presence of carotid artery plaques in ultrasound images,composed of 1761 ultrasound images from 1165 participants.A deep learning architecture that combines bilinear convolutional neural networks with residual neural networks,known as the single-input BCNN-ResNet model,was utilized to aid clinical doctors in diagnosing plaques using carotid ultrasound images.Following training,internal validation,and external validation,the model yielded an ROC AUC of 0.99(95%confidence interval:0.91 to 0.84)in internal validation and 0.95(95%confidence interval:0.96 to 0.94)in external validation,surpassing the ResNet-34 network model,which achieved an AUC of 0.98(95%confidence interval:0.99 to 0.95)in internal validation and 0.94(95%confidence interval:0.95 to 0.92)in external validation.Consequently,the single-input BCNN-ResNet network model has shown remarkable diagnostic capabilities and offers an innovative solution for the automatic detection of carotid artery plaques.

Objective To measure the transaction costs of compact urban medical groups and analyze the evaluation of transaction costs by various stakeholders.Methods Using the typical sampling method,it took the Compact Urban Medical Group of J District General Hospital in Zhengzhou City,Henan Province as an example.A questionnaire sur-vey was conducted on the construction party(health administration department,leading hospital and member units)and related staff from January 19 to 24,2024.The contents of the survey included institutional statements,basic information of the respondents,relevant fees or costs of each participant,and the evaluation of transaction costs by the staff of each institutional participant.Results In 2023,the total transaction cost of District J Medical Group in Zhengzhou City was 75 811 014.49 yuan;the majority of transaction costs were borne by the leading hospi-tal(98.1％);all stakeholders confirmed the existence of transaction costs in the medical group,but there were dif-ferences in the perception of the manifestations and distribution of transaction costs(P＜0.05).Conclusion The transaction costs of compact urban medical group are high,most of which are borne by the leading hospital;The stakeholders have not yet clearly understood the form and distribution of transaction costs.The measures to deal with transaction costs include"facing up to the widespread existence of transaction costs","improving the compensation incentive mechanism"and"establishing a saving system supply path".

Objective To measure the transaction costs of compact county medical alliance and propose counter-measures.Methods Based on Williamson-Zhang Wuchang analysis paradigm,it established the measure matrix of transaction cost of compact county medical alliance.Through the typical sampling method,the medical community of D city in Haixi Prefecture,Qinghai Province was selected as a research example to carry out an empirical study.Results The total transaction cost of the compact county medical community was 6 292 500.00 yuan,the transac-tion cost of the leading hospital was 6 234 300.00 yuan,accounting for 99.07％,and the special investment of the leading hospital reached to 5 887 100.00 yuan,accounting for 94.43％.The total transaction cost of the 298 referred patients was 308 400.00 yuan,and the average transaction cost per patient was 1 035.05 yuan.Conclusion The transaction costs of compact county medical alliance was generally high,most of which was borne by the leading hospital,and the patients also had to bear the corresponding transaction costs.In the next stage,the transaction costs should be dealt with from three aspects,including recognizing the secrecy and universality of the transaction costs,establishing economical system supply and establishing a sound compensation mechanism.

Objective To measure the transaction costs of the health management alliance with the clue of the re-ferral treatment of patients with hypertension and diabetes.Methods Based on the Williamson-Zhang Wuchang analy-sis paradigm,a transaction cost measurement matrix of health management alliance was established.Through the typical sampling method,the health management alliance of County N in Shandong Province was selected as a re-search example to carry out empirical research.Results In 2023,the total transaction costs of the sampled health management alliance reached to 6 726 700.00 yuan,and the average transaction cost per referral patient was 3 846 yuan.The leading hospital accounted for 79.45％of the transaction cost,followed by the CDC.Meanwhile,busi-ness coordination cost accounted for 47.18％of the total transaction cost,and the average transaction cost per refer patient with hypertension or diabetes was 700.90 yuan.Conclusion The total transaction costs of the health manage-ment alliance was large,and it was mainly borne by the leading hospital.Patients also need to bear considerable transaction costs.The countermeasures included improving the service integration mechanism,establishing economi-cal system supply path,and coordinating actions between social health insurance system and health care system.

Objective To measure the transaction costs of compact urban medical groups and analyze the evaluation of transaction costs by various stakeholders.Methods Using the typical sampling method,it took the Compact Urban Medical Group of J District General Hospital in Zhengzhou City,Henan Province as an example.A questionnaire sur-vey was conducted on the construction party(health administration department,leading hospital and member units)and related staff from January 19 to 24,2024.The contents of the survey included institutional statements,basic information of the respondents,relevant fees or costs of each participant,and the evaluation of transaction costs by the staff of each institutional participant.Results In 2023,the total transaction cost of District J Medical Group in Zhengzhou City was 75 811 014.49 yuan;the majority of transaction costs were borne by the leading hospi-tal(98.1％);all stakeholders confirmed the existence of transaction costs in the medical group,but there were dif-ferences in the perception of the manifestations and distribution of transaction costs(P＜0.05).Conclusion The transaction costs of compact urban medical group are high,most of which are borne by the leading hospital;The stakeholders have not yet clearly understood the form and distribution of transaction costs.The measures to deal with transaction costs include"facing up to the widespread existence of transaction costs","improving the compensation incentive mechanism"and"establishing a saving system supply path".

Objective To measure the transaction costs of compact county medical alliance and propose counter-measures.Methods Based on Williamson-Zhang Wuchang analysis paradigm,it established the measure matrix of transaction cost of compact county medical alliance.Through the typical sampling method,the medical community of D city in Haixi Prefecture,Qinghai Province was selected as a research example to carry out an empirical study.Results The total transaction cost of the compact county medical community was 6 292 500.00 yuan,the transac-tion cost of the leading hospital was 6 234 300.00 yuan,accounting for 99.07％,and the special investment of the leading hospital reached to 5 887 100.00 yuan,accounting for 94.43％.The total transaction cost of the 298 referred patients was 308 400.00 yuan,and the average transaction cost per patient was 1 035.05 yuan.Conclusion The transaction costs of compact county medical alliance was generally high,most of which was borne by the leading hospital,and the patients also had to bear the corresponding transaction costs.In the next stage,the transaction costs should be dealt with from three aspects,including recognizing the secrecy and universality of the transaction costs,establishing economical system supply and establishing a sound compensation mechanism.

Objective To measure the transaction costs of the health management alliance with the clue of the re-ferral treatment of patients with hypertension and diabetes.Methods Based on the Williamson-Zhang Wuchang analy-sis paradigm,a transaction cost measurement matrix of health management alliance was established.Through the typical sampling method,the health management alliance of County N in Shandong Province was selected as a re-search example to carry out empirical research.Results In 2023,the total transaction costs of the sampled health management alliance reached to 6 726 700.00 yuan,and the average transaction cost per referral patient was 3 846 yuan.The leading hospital accounted for 79.45％of the transaction cost,followed by the CDC.Meanwhile,busi-ness coordination cost accounted for 47.18％of the total transaction cost,and the average transaction cost per refer patient with hypertension or diabetes was 700.90 yuan.Conclusion The total transaction costs of the health manage-ment alliance was large,and it was mainly borne by the leading hospital.Patients also need to bear considerable transaction costs.The countermeasures included improving the service integration mechanism,establishing economi-cal system supply path,and coordinating actions between social health insurance system and health care system.

Objective To measure the transaction costs of compact urban medical groups and analyze the evaluation of transaction costs by various stakeholders.Methods Using the typical sampling method,it took the Compact Urban Medical Group of J District General Hospital in Zhengzhou City,Henan Province as an example.A questionnaire sur-vey was conducted on the construction party(health administration department,leading hospital and member units)and related staff from January 19 to 24,2024.The contents of the survey included institutional statements,basic information of the respondents,relevant fees or costs of each participant,and the evaluation of transaction costs by the staff of each institutional participant.Results In 2023,the total transaction cost of District J Medical Group in Zhengzhou City was 75 811 014.49 yuan;the majority of transaction costs were borne by the leading hospi-tal(98.1％);all stakeholders confirmed the existence of transaction costs in the medical group,but there were dif-ferences in the perception of the manifestations and distribution of transaction costs(P＜0.05).Conclusion The transaction costs of compact urban medical group are high,most of which are borne by the leading hospital;The stakeholders have not yet clearly understood the form and distribution of transaction costs.The measures to deal with transaction costs include"facing up to the widespread existence of transaction costs","improving the compensation incentive mechanism"and"establishing a saving system supply path".

Objective To measure the transaction costs of compact county medical alliance and propose counter-measures.Methods Based on Williamson-Zhang Wuchang analysis paradigm,it established the measure matrix of transaction cost of compact county medical alliance.Through the typical sampling method,the medical community of D city in Haixi Prefecture,Qinghai Province was selected as a research example to carry out an empirical study.Results The total transaction cost of the compact county medical community was 6 292 500.00 yuan,the transac-tion cost of the leading hospital was 6 234 300.00 yuan,accounting for 99.07％,and the special investment of the leading hospital reached to 5 887 100.00 yuan,accounting for 94.43％.The total transaction cost of the 298 referred patients was 308 400.00 yuan,and the average transaction cost per patient was 1 035.05 yuan.Conclusion The transaction costs of compact county medical alliance was generally high,most of which was borne by the leading hospital,and the patients also had to bear the corresponding transaction costs.In the next stage,the transaction costs should be dealt with from three aspects,including recognizing the secrecy and universality of the transaction costs,establishing economical system supply and establishing a sound compensation mechanism.