{"title":"Erratum to \"A documentary analysis of Victorian Government health information assets' websites to identify availability of documentation for data sharing and reuse in Australia\".","authors":"","doi":"10.1177/18333583231208191","DOIUrl":"https://doi.org/10.1177/18333583231208191","url":null,"abstract":"","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":" ","pages":"18333583231208191"},"PeriodicalIF":0.0,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41184315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Workforce survey of Australian health information management graduates, 2017-2021: A 5-year follow-on study.","authors":"Stephanie Gjorgioski, Merilyn Riley, Jenn Lee, Natasha Prasad, Melanie Tassos, Abbey Nexhip, Sally Richardson, Kerin Robinson","doi":"10.1177/18333583231197936","DOIUrl":"https://doi.org/10.1177/18333583231197936","url":null,"abstract":"<p><p><b>Background:</b> Employment outcomes of La Trobe University's 2012-2016 health information manager (HIM) graduate cohort were reported previously. <b>Objectives:</b> To identify the 2017-2021 Australia-based, graduate HIMs' early career employment experiences; identify employment roles and destinations; investigate knowledge and skill sets utilised in professional performance; and compare outcomes with the previous study. <b>Method:</b> A cross-sectional design was utilised. An online survey elicited: demographic data, position-related details and knowledge-skills applied in the workplace. Inter- and intra-cohort comparisons were calculated. <b>Results:</b> Of contactable graduates, 75% (<i>n</i> = 150) completed the survey; 90% (<i>n</i> = 132) had held at least one profession-related position postgraduation; 51% gained employment before final examinations and 92% within 6 months. In their first role, 87% joined the public healthcare sector, 47% had worked in two or more positions and 12.3% in three or more positions. Categorisation of position titles showed that 40% had undertaken \"health information management\" roles, 14.9% \"health classification,\" 16.6% \"data management and analytics,\" 17.4% \"health ICT\" and 11.1% \"other,\" roles. Almost two-thirds (64.1%) had utilised three or four of the four professional knowledge-skill domains. There was an increase, from the 2012 to 2016 cohort, in those undertaking \"data management and analytics\" and \"health ICT\" roles, and a decrease in \"health classification\" role uptake. <b>Conclusion:</b> Early-career HIMs have very high employability. They engage throughout health care, predominately in the public health sector. Their mobility reflects national workforce trends. The majority utilise all or most of the professional knowledge-skill domains studied at university.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":" ","pages":"18333583231197936"},"PeriodicalIF":0.0,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41143987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maria Schwarz, Elizabeth C Ward, Anne Coccetti, Joshua Simmons, Sara Burrett, Philip Juffs, Kristy Perkins
{"title":"Exploring maturity of electronic medical record use among allied health professionals.","authors":"Maria Schwarz, Elizabeth C Ward, Anne Coccetti, Joshua Simmons, Sara Burrett, Philip Juffs, Kristy Perkins","doi":"10.1177/18333583231198100","DOIUrl":"10.1177/18333583231198100","url":null,"abstract":"<p><strong>Background: </strong>Electronic medical records (EMRs) have the potential to improve and streamline the quality and safety of patient care. Harnessing the full benefits of EMR implementation depends on the utilisation of advanced features, defined as \"mature usage.\" At present, little is known about the maturity of EMR usage by allied health professionals (AHPs).</p><p><strong>Objective: </strong>To examine current maturity of EMR use by AHPs and explore perceived barriers to mature EMR utilisation and optimisation.</p><p><strong>Method: </strong>AHPs were recruited from three health services. Participants completed a 27-question electronic questionnaire based on the EMR Adoption Framework, which measures clinician EMR utilisation (0 = <i>paper chart</i>, 5 = <i>theoretical maximum</i>) across 10 EMR feature categories. Interviews were conducted with both clinicians and managers to explore the nature of current EMR utilisation and perceived facilitators and barriers to mature usage.</p><p><strong>Results: </strong>Questionnaire responses were obtained from 193 participants AHPs. The majority of questions (74%) showed a mean score of <3, indicating a lack of mature EMR use. Pockets of mature usage were identified in the categories of health information, referrals and administration processes. Interviews with 21 clinicians and managers revealed barriers to optimisation across three themes: (1) limited understanding of EMR opportunities; (2) complexity of the EMR change process and (3) end-user and environmental factors.</p><p><strong>Conclusion: </strong>Mature usage across EMR feature categories of the EMR Adoption Framework was low. However, questionnaire and qualitative interview data suggested pockets of mature utilisation.</p><p><strong>Implications: </strong>Achieving mature allied health EMR use will require strategies implemented at the clinician, EMR support, and service levels.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":" ","pages":"18333583231198100"},"PeriodicalIF":0.0,"publicationDate":"2023-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10215360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nathan K Mensah, Richard O Boadu, Godwin Adzakpah, Obed U Lasim, Ruth D Amuakwa, Hannah B Taylor-Abdulai, Samuel T Chatio
{"title":"Electronic health records post-implementation challenges in selected hospitals: A qualitative study in the Central Region of southern Ghana.","authors":"Nathan K Mensah, Richard O Boadu, Godwin Adzakpah, Obed U Lasim, Ruth D Amuakwa, Hannah B Taylor-Abdulai, Samuel T Chatio","doi":"10.1177/18333583221096899","DOIUrl":"https://doi.org/10.1177/18333583221096899","url":null,"abstract":"<p><strong>Background: </strong>Electronic health records (EHRs) are useful tools in healthcare settings but implementation in low and middle-income countries (LMIC) face challenges.</p><p><strong>Objective: </strong>To explore post-implementation challenges affecting the deployment of EHRs and their use in selected health facilities in Ghana.</p><p><strong>Method: </strong>Using a qualitative research approach, 21 in-depth interviews were conducted with health workers in two hospitals in the study area in Ghana, in February and June 2020. Purposive sampling was used to select participants. All interviews were audio recorded, transcribed, and coded into themes using QSR Nvivo12 software to aid thematic analyses.</p><p><strong>Results: </strong>Post-implementation challenges were grouped into lack of technological, logistical and managerial support, and inadequate training. Inadequate equipment was the most reported post-implementation challenge that affected EHR use. Unreliable Internet and network connectivity was a source of frustration, which caused staff to develop negative attitudes towards use of the system. Lack of funding stalled implementation of the system and limited its use to critical care units only. It was also the reason replacement of equipment delayed.</p><p><strong>Conclusion: </strong>While EHR post-implementation challenges facing health facilities are surmountable, managerial support, backed with the requisite logistical and technical support is needed. It is not enough to rely on funding; health institutions should prioritise emerging EHR post-implementation challenges in their operating budgets.</p><p><strong>Implications: </strong>A national framework is needed to guide effective and sustainable EHR implementation across the country.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"204-211"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10175326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ben J Murch, Sarah E Hollier, Charlie Kenward, Richard M Wood
{"title":"Use of linked patient data to assess the effect of Long-COVID on system-wide healthcare utilisation.","authors":"Ben J Murch, Sarah E Hollier, Charlie Kenward, Richard M Wood","doi":"10.1177/18333583221089915","DOIUrl":"https://doi.org/10.1177/18333583221089915","url":null,"abstract":"<p><p><b>Background:</b> Within the relatively early stages of the COVID-19 pandemic, there had been an awareness of the potential longer-term effects of infection (so called Long-COVID) but little was known of the ongoing demands such patients may place on healthcare services. <b>Objective:</b> To investigate whether COVID-19 illness is associated with increased post-acute healthcare utilisation. <b>Method:</b> Using linked data from primary care, secondary care, mental health and community services, activity volumes were compared across the 3 months preceding and proceeding COVID-19 diagnoses for 7,791 individuals, with a distinction made between whether or not patients were hospitalised for treatment. Differences were assessed against those of a control group containing individuals who had not received a COVID-19 diagnosis. All data were sourced from the authors' healthcare system in South West England. <b>Results:</b> For hospitalised COVID-19 cases, a statistically significant increase in non-elective admissions was identified for males and females <65 years. For non-hospitalised cases, statistically significant increases were identified in GP Doctor and Nurse attendances and GP prescriptions (males and females, all ages); Emergency Department attendances (females <65 years); Mental Health contacts (males and females ≥65 years); and Outpatient consultations (males ≥65 years). <b>Conclusion:</b> There is evidence of an association between positive COVID-19 diagnosis and increased post-acute activity within particular healthcare settings. Linked patient-level data provides information that can be useful to understand ongoing healthcare needs resulting from Long-COVID, and support the configuration of Long-COVID pathways of care.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"167-175"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10165845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Recording our genes: Stakeholder views on genetic test results in networked electronic medical records.","authors":"Megan Prictor, Maria Rychkova","doi":"10.1177/18333583221090969","DOIUrl":"https://doi.org/10.1177/18333583221090969","url":null,"abstract":"<p><p><b>Background:</b> In Australia, national policy prioritises the integration of clinical genetic data with networked electronic medical records (EMRs) for enhanced coordination of care and clinical decision-making. <b>Objective:</b> To examine the needs, privacy expectations and concerns of patients, family members, patient advocates and clinicians in relation to the use of networked EMRs for clinical genetic information. <b>Method:</b> Purposive sampling was used to recruit 27 participants for a semi-structured qualitative interview, primarily over Zoom. The interviews were audio and video-recorded and externally transcribed. Interview transcripts were then coded and analysed in NVivo, using an inductive thematic approach. <b>Results:</b> Thematic analysis revealed diverse preferences regarding genetic information access and handling across participants, with five core themes being identified: degree of access and control; central role of genetic professionals as information gatekeepers; complexities of familial implications; external risks; and law, governance and policy; all strong themes that emerged across numerous participants. <b>Conclusion:</b> This project yielded unprecedented and significant insights into the views, needs and concerns of key stakeholders in Australia regarding the inclusion of health-related genetic test results in networked EMRs. <b>Implications:</b> These findings provide a critical reference point for much-needed law reform and policy-making around genetic test results in Australia.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"194-203"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10165847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Joosup Kim, Rohan Grimley, Monique F Kilkenny, Greg Cadigan, Trisha Johnston, Nadine E Andrew, Amanda G Thrift, Natasha A Lannin, Vijaya Sundararajan, Dominique A Cadilhac
{"title":"Costs of acute hospitalisation for stroke and transient ischaemic attack in Australia.","authors":"Joosup Kim, Rohan Grimley, Monique F Kilkenny, Greg Cadigan, Trisha Johnston, Nadine E Andrew, Amanda G Thrift, Natasha A Lannin, Vijaya Sundararajan, Dominique A Cadilhac","doi":"10.1177/18333583221090277","DOIUrl":"https://doi.org/10.1177/18333583221090277","url":null,"abstract":"<p><strong>Background: </strong>Stroke is a high-cost condition. Detailed patient-level assessments of the costs of care received and outcomes achieved provide useful information for organisation and optimisation of the health system.</p><p><strong>Objectives: </strong>To describe the costs of hospital care for stroke and transient ischaemic attack (TIA) and investigate factors associated with costs.</p><p><strong>Methods: </strong>Retrospective cohort study using data from the Australian Stroke Clinical Registry (AuSCR) collected between 2009 and 2013 linked to hospital administrative data and clinical costing data in Queensland. Clinical costing data include standardised assignment of costs from hospitals that contribute to the National Hospital Costing programme. Patient-level costs for each hospital admission were described according to the demographic, clinical and treatment characteristics of patients. Multivariable median regression with clustering by hospital was used to determine factors associated with greater costs.</p><p><strong>Results: </strong>Among 22 hospitals, clinical costing data were available for 3909 of 5522 patient admissions in the AuSCR (71%). Compared to those without clinical costing data, patients with clinical costing data were more often aged <65 years (30% with cost data vs 24% without cost data, <i>p</i> < 0.001) and male (56% with cost data vs 49% without cost data, <i>p</i> < 0.001). Median cost of an acute episode was $7945 (interquartile range $4176 to $14970) and the median length of stay was 5 days (interquartile range 2 to 10 days). The most expensive cost buckets were related to medical (<i>n</i> = 3897, median cost $1577), nursing (<i>n</i> = 3908, median cost $2478) and critical care (<i>n</i> = 434, median cost $3064). Factors associated with greater total costs were a diagnosis of intracerebral haemorrhage, greater socioeconomic position, in-hospital stroke and prior history of stroke.</p><p><strong>Conclusion: </strong>Medical and nursing costs were incurred by most patients admitted with stroke or TIA, and were relatively more expensive on average than other cost buckets such as imaging and allied health.</p><p><strong>Implications: </strong>Scaling this data linkage to national data collections may provide valuable insights into activity-based funding at public hospitals. Regular report of these costs should be encouraged to optimise economic evaluations.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"176-184"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10545698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Impact of the ICD-11 on the accuracy of clinical coding in Korea.","authors":"Hyunkyung Lee, Sukil Kim","doi":"10.1177/18333583221095147","DOIUrl":"https://doi.org/10.1177/18333583221095147","url":null,"abstract":"<p><p><b>Background:</b> ICD-11 was officially released at the World Health Assembly on 25 May 2019. <b>Objective:</b> To find effective ways to increase the accuracy of coding for diagnostic terms in Korea for a stable transition from Korean modification of ICD-10 (7th Revision of Korean Classification of Disease, KCD-7) to ICD-11. <b>Method:</b> A total of 27 skilled Korean health information managers performed KCD-7 and ICD-11 coding simultaneously (line coding [56]; case coding [17]). Accuracy rates and percentage agreements were calculated, and granularity and difficulty of the ICD-11 were rated by participants. <b>Results:</b> The average accuracy rate of line coding was 71.6 % in ICD-11 and 80.2% in KCD-7, which was similar to results in other studies. The mean percentage agreements for ICD-11 and KCD-7 for line coding were 64.2% and 72.1%, respectively; while for case coding it was 15.3% and 26.6%. Selection criteria for the case scenarios may have influenced the low agreements in case coding. Cluster coding, changes of terms in ICD-11 and removal of codes used in ICD-10 contributed to low agreement in ICD-11 (46.6% of participants reported that granularity of ICD-11 was similar to ICD-10, while 36.9% reported that ICD-11 had finer granularity). In terms of difficulty, 15.3% of participants found line coding difficult and 10.9% found case coding difficult. <b>Conclusion:</b> Provision of more detailed reference guidelines and efficient training for coding professionals by the World Health Organization would enable ICD-11 to be an excellent tool for gathering relevant information about diseases in Korea.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"221-228"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10172351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Reena Sarkar, Joanna F Dipnall, Richard Bassed, Joan Ozanne-Smith Ao
{"title":"Family violence homicide rates: a state-wide comparison of three data sources in Victoria, Australia.","authors":"Reena Sarkar, Joanna F Dipnall, Richard Bassed, Joan Ozanne-Smith Ao","doi":"10.1177/18333583211060464","DOIUrl":"https://doi.org/10.1177/18333583211060464","url":null,"abstract":"<p><strong>Background: </strong>Family violence homicide (FVH) is a major public health and social problem in Australia. FVH trend rates are key outcomes that determine the effectiveness of current management practices and policy directions. Data source-related methodological problems affect FVH research and policy and the reliable measurement of homicide trends.</p><p><strong>Objective: </strong>This study aimed to determine data reliability and temporal trends of Victorian FVH rates and sex and relationship patterns.</p><p><strong>Method: </strong>FVH rates per 100,000 persons in Victoria were compared between the National Coronial Information System (NCIS), Coroners Court of Victoria (CCoV) Homicide Register, and the National Homicide Monitoring Program (NHMP). Trends for 2001-2017 were analysed using Joinpoint regression. Crude rates were determined by sex and relationship categories using annual frequencies and Australian Bureau of Statistics population estimates.</p><p><strong>Results: </strong>NCIS closed FVH cases totalled 360, and an apparent downward trend in the FVH rate was identified. However, CCoV and NHMP rates trended upwards. While NCIS and CCoV were case-based, NHMP was incident-based, contributing to rate variations. The NCIS-derived trend was particularly impacted by unavailable case data, potential coding errors and entry backlog. Neither CCoV nor NHMP provided victim-age in their public domain data to enable age-adjusted rate comparison.</p><p><strong>Conclusion: </strong>Current datasets have limitations for FVH trend determination; most notably lag times for NCIS data.</p><p><strong>Implications: </strong>This study identified an indicative upward trend in FVH rates in Victoria, suggesting insufficiency of current management and policy settings for its prevention and control.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"135-143"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10173854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Merilyn Riley, Kerin Robinson, Monique F Kilkenny, Sandra G Leggat
{"title":"The suitability of government health information assets for secondary use in research: A fit-for-purpose analysis.","authors":"Merilyn Riley, Kerin Robinson, Monique F Kilkenny, Sandra G Leggat","doi":"10.1177/18333583221078377","DOIUrl":"https://doi.org/10.1177/18333583221078377","url":null,"abstract":"<p><strong>Background: </strong>Governments have responsibility for ensuring the quality and fitness-for-purpose of personal health data provided to them. While these health information assets are used widely for research, this secondary usage has received minimal research attention.</p><p><strong>Objective: </strong>This study aimed to investigate the secondary uses, in research, of population health and administrative datasets (information assets) of the Department of Health (DoH), Victoria, Australia. The objectives were to (i) identify research based on these datasets published between 2008 and 2020; (ii) describe the data quality studies published between 2008 and 2020 for each dataset and (iii) evaluate \"fitness-for-purpose\" of the published research.</p><p><strong>Method: </strong>Using a modified scoping review, research publications from 2008 to 2020 based on information assets related to health service provision and containing person-level data were reviewed. Publications were summarised by data quality and purpose-categories based on a taxonomy of data use. Fitness-for-purpose was evaluated by comparing the publicly stated purpose(s) for which each information asset was collected, with the purpose(s) assigned to the published research.</p><p><strong>Results: </strong>Of the >1000 information assets, 28 were utilised in 756 publications: 54% were utilised for general research purposes, 14% for patient safety, 10% for quality of care and 39% included data quality-related publications. Almost 85% of publications used information assets that were fit-for-purpose.</p><p><strong>Conclusion: </strong>The DoH information assets were used widely for secondary purposes, with the majority identified as fit-for-purpose. We recommend that data custodians, including governments, provide information on data quality and transparency on data use of their health information assets.</p>","PeriodicalId":73210,"journal":{"name":"Health information management : journal of the Health Information Management Association of Australia","volume":"52 3","pages":"157-166"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10183132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}