How deeply does Effective Data Analysis cover peer-reviewed research paper?

Explains expert review, error checking, empirical soundness, and the process’s acknowledged limitations.

Peer-reviewed research paper

Peer-reviewed research is scholarly research whose methods, findings, and conclusions have been evaluated by subject-matter experts before publication.

A peer-reviewed research paper reports scholarly findings evaluated by subject-matter experts before publication. Reviewers assess the methods, arguments, and conclusions for errors and empirical soundness. section 10.3.2

Use peer-reviewed research to strengthen an analysis, guide measurement choices, or replace resource-intensive original analysis when relevant findings already exist. Treat peer review as valuable quality control, not a guarantee of perfection. section 10.3.2

Measuring engineering productivity

An HR analyst reviews organizational psychology research to identify recommended measures for the speed and quality of software engineering deliverables before proposing a capacity plan. section 10.3.2

Table 10.1 Research terms corresponding to industry terms and subdomains of analytics

Research domain	Search these research fields
Marketing analytics	Market research, consumer behavior
Human resources analytics	Industrial/organizational psychology, personnel psychology, social psychology
Financial analytics	Financial metrics, business performance indicators, econometrics
Product analytics	Cognitive psychology, behavioral psychology
All of analytics	Statistical methods, analysis, machine learning, measurement development

Use related research fields to search for evidence in marketing, HR, financial, product, and general analytics. section 10.3.2

How Effective Data Analysis covers it

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Related concepts

researchused by · Research is the systematic investigation of a subject through gathering and evaluating information or evidence to develop understanding or answer questions.
research paperkind of · A research paper is a scholarly work presenting methods, evidence, analysis, findings, or a synthesis of prior research.
resulthas part · A result is an actual or possible outcome, state, or consequence of an event, action, decision, or process.
abstracthas part · An abstract is a concise summary of a scholarly work or proposed presentation, describing its subject, purpose, methods, results, or intended coverage.

This explainer was generated by Manning's knowledge graph from the text of Effective Data Analysis. The section links point to the parts of the book it draws on.