Learner, Practitioner & Teacher
In observational studies, bias and confounding are important sources of error that can affect the validity of the results. Here are some ways to identify bias and confounding in an observational study: Bias: Bias occurs when the results of a
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Causal inference is important in healthcare observational studies because it allows researchers to determine whether a particular treatment or intervention has a causal effect on health outcomes. In healthcare, observational studies are often conducted when it is not possible or
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Causal inference is important in healthcare because it allows researchers, healthcare providers, and policymakers to understand the causal relationships between different factors and health outcomes. This is critical for developing effective interventions, improving patient outcomes, and optimizing healthcare resource allocation.
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1)Spurious Correlations: A statistical correlation with no causal implication. This is basically when a statistical correlation doesn’t imply causality. Here is an example – There is a huge correlation between the suicide rate and the amount of expenditure. But there
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Objective This module is meant to continuously track key measures captured in the baseline on a periodic basis. It allows one to keep tab on changes on a real time basis that allows for immediate action. Also can be seen
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Objective The largescale baseline exercise is conducted to gain an In-depth understanding of ‘party perception’ – Perceptual strength & weakness of a party vis-à-vis others In-depth understanding of ‘leader perception’ – Perceptual strength & weakness of a leader vis-à-vis others
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Objective A qualitative study is done with the objective of understanding The parameters that voter thinks are important and that the party should deliver The perception of voters on the delivery of promises made by central & state govt. How
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Current Scenario Many Walls Between the Party Leader and the Voters Create Many Problems. There is no source of collection, collation and dissemination of information Proposed Solution – A 2-way communication platform linking ALL party members – from President
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Objective To understand and diagnose all the politics, elections and government related social media activity and content since last elections. Tracking social media activity on an ongoing basis. Sentiment Analysis & How does it help Potential voters post large volumes
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How does it help For Assembly Constituency (AC) / booth level intelligence and action. develop electoral maps deep dive on a candidate or compare candidates deep dive on party performance analyze voter base / voting patterns in past election Source
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