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...They are also a useful tool to communicate to the rest of the team, and [[Data Documentation|document]] how the '''analysis datasets''' are created using ...arch/dime/data-and-analytics DIME Analytics] to organize 3 main aspects of data work:

...ey play an important role in ensuring high quality, consistently collected data. This page outlines five key survey protocols and provides insight on how t ...lacement is more common at baseline surveys and less common for follow-up (panel) surveys.

...it, and outlines different topics in which researchers have used it for [[Data Analysis|analysis]]. * [[Secondary Data Sources | Secondary Data]] is data collected by any party other than the researcher that provides important co

...imilar to the participant units. The '''dataset''' should contain baseline data. The characteristics on which the units are matched should be pre-intervent ...create a '''synthetic control'''. This process requires extensive '''panel data''' on the characteristics of the treated and untreated units.

*During [[Primary Data Collection | data collection]] and [[Data Analysis | analysis]], make sure to consider and account for differential t ...e or more periods (cross-sectional designs); within-participant variation (panel studies); or treatment randomization at a [[Randomized Control Trials#Clust

...the data sets in the folder, and identification of the observations in the data sets is critical. ...t step before starting with '''data management''' is creating a [[Data Map|data map]].

...llow before starting with the process of [[Primary Data Collection|primary data collection]]. ...llection]] details the workflow from start to finish involved in gathering data through [[Field Surveys|surveys]], interviews, or experiments.

...ices tab in the [[SurveyCTO Programming|SurveyCTO]] questionnaire. '''Open Data Kit''', the programming language of '''SurveyCTO''', has very few restricti Also, one step of the [[Data Cleaning | data cleaning]] is to replace all [[Variable Construction | string variables]] (

...s can often be expensive. Secondly, they are a great option for collecting data during emergencies or in conflict areas while still retaining the personal ...llection--A9CFqkgXd2C4oV08Co1dwlPBAg-DVhtGiokwboliGBqmjYfS guide on remote data collection].

.... '''Variable construction''' involves processing cleaned data to make the data points more suitable for analysis. This is the stage where a survey questio ...|de-identification]], [[Data Cleaning|data cleaning]], and [[Data Analysis|data analysis]].

...d creation of publication-quality graphics from almost any kind of tabular data. Although the default graphical commands and settings leave much to be desi /// Data collection