- This topic has 18 replies, 15 voices, and was last updated 2 years, 8 months ago by
Anawat ratchatorn.
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2022-04-28 at 1:34 pm #35904
Saranath
KeymasterCan you give me 1 example about the benefit of having data standards for clinical research?
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2022-05-02 at 11:05 am #35981
Kansiri Apinantanakul
ParticipantOne important benefit of having data standards is to facilitate the data-sharing process. If the data from various clinical trials comply with the same standard. It would be easier to share, compare and do some research among the collected data. For example, pooling data to analyze for patterns or study drug efficacy, and safety among the different trial populations.
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2022-05-06 at 5:58 am #36124
Saranath
KeymasterGreat!
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2022-05-13 at 1:28 pm #36281
Andrew Hall
ParticipantPooling data to analyze for patterns in drug safety is a good point. It could facilitate faster knowledge and action on adverse events with a new drug, reducing the number of patients who have adverse events.
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2022-05-07 at 8:14 pm #36166
TARO KITA
ParticipantA further benefit of having data standards is that it facilitates the integration of individual data, allowing studies to be conducted on a larger scale.
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2022-05-10 at 6:03 pm #36259
Karina Dian Lestari
ParticipantThe data will be easier to understand for a lot of people, not just the team that develops the database. It will also be easier if the researchers want to run different analyses in the future. Data cleaning will relatively take a shorter time.
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2022-05-13 at 10:36 pm #36291
Napisa Freya Sawamiphak
ParticipantI agree with you. It will allow easier data cleaning and can use these data for further analysis or collect in the big databases for other benefits/future research
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2022-05-12 at 12:32 am #36268
Yanin Pittayasathornthun
ParticipantIn my opinion, if there is a standard and solid procedure, I think the outcomes would be more trustable. What’s more, for the team that conducts the trial, they do not have to try hundred different things from the thought imagination.
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2022-05-12 at 12:33 am #36269
Yanin Pittayasathornthun
Participant*thought and imagination
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2022-05-13 at 6:19 am #36277
Andrew Hall
ParticipantOne benefit of having data standards for clinical research is that it gives data scientists and clinicians a common language with which to address the subject matter. If researchers and analysts from different disciplines can overcoming siloing as mentioned in the lecture, then the pace of analysis will accelerate. Data from different studies will be accessible to data scientists with comprehensive data standards.
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2022-05-13 at 1:30 pm #36282
Hoang Thuy Linh
ParticipantClinical research varies from different outcomes and from different countries. Therefore, having data standards help researchers design the standard CRFs for standard data. When we have the data standards, we could pool, analysis data easily. It’s helpful in case of pandemic, time is important and we could announce some modelling or guidance quickly
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2022-05-13 at 10:34 pm #36289
Napisa Freya Sawamiphak
ParticipantA benefit of data standards for clinical research is all stakeholder can understand and interpret the data in the same way, structured data allows easier data cleaning, analysis and additional benefits in trials/big data.
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2022-05-14 at 5:15 pm #36299
Saranath
KeymasterGood points! I can summarize from your answers that clinical data standards (such as CDISC) can
– assist data sharing and pooling data from different studies for further analyses.
– provide a standard language for researcher to understand and interpret the clinical data.
– provide trustable data and analysis outcomes. -
2022-05-14 at 9:26 pm #36305
Ashaya.i
ParticipantI agree with all the classmates about the points that data standards enabling the standard language to make all stakeholders understand each other and can create more efficient studies with higher quality data. Moreover, data standards facilitate the demonstration of traceability of data which benefit for further analyses.
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2022-05-15 at 7:20 am #36307
Sri Budi Fajariyan
ParticipantI agree with the opinion of my classmates, that standardized data in research can increase efficiency in data management and data sharing
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2022-05-15 at 6:35 pm #36310
Arwin Jerome Manalo Onda
ParticipantI guess everyone already provided the important answers on having a standard. It streamlines all data into organized formats or structure which enables quick understandability across different users of such data.
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2022-05-18 at 9:54 pm #36348
Tossapol Prapassaro
ParticipantHaving a good data standards for clinical research will facilitate gathering the big data for further analysis because some clinical research would need a large sample size or participants.
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2022-05-19 at 9:57 pm #36353
Pawdoo Paoprapat
ParticipantHaving data standard enables authorities, clinicians, statisticians and data management team to the mutual understandings which can help the data planning, data collection, data tabulation and data analysis process.
It also support research study registration and tracking. -
2022-05-26 at 5:09 pm #36415
Anawat ratchatorn
Participantthe most important benefits of having data standard is it can be further utilized by everyone.
That can lead accumulation of data to happen.Consequently, we can utilized those standardized data to create further benefits such as research, innovation, and understandable for other organization to use without confusion (eg. FDA).
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