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Old Zhao – Management Systems Only

May 10, 2025 · Operations

How Data‑Driven Demand Analysis Can Revolutionize Your Supply Chain

This article explains why relying on intuition for supply‑chain demand analysis leads to cash‑flow problems or stockouts, outlines five key benefits of data‑driven analysis, and provides step‑by‑step guidance with dashboards, metrics, and actionable decisions to improve forecasting, delivery speed, customer satisfaction, and overall operational efficiency.

KPIsdata-drivendecision making

0 likes · 9 min read

How Data‑Driven Demand Analysis Can Revolutionize Your Supply Chain

DevOps

Nov 21, 2024 · Product Management

Comprehensive Product KPI Metrics and Evaluation Guidelines

This article presents a detailed collection of product key performance indicators (KPIs) covering user growth, retention, activity, satisfaction, market share, revenue, development cycles, resource utilization, team satisfaction, brand awareness, and strategic goal achievement, along with formulas, weighting, and scoring methods for systematic performance assessment.

KPIsevaluationmetrics

0 likes · 13 min read

Comprehensive Product KPI Metrics and Evaluation Guidelines

Data Thinking Notes

Feb 20, 2024 · Product Management

How to Build a Data Metric System for E‑commerce, Community, and Finance Apps

This guide explains why a data metric system is essential for business health, outlines a step‑by‑step process to design one, and demonstrates its construction for e‑commerce, community platforms, and financial apps using concrete examples and visual diagrams.

KPIsbusiness analyticsdata metrics

0 likes · 11 min read

How to Build a Data Metric System for E‑commerce, Community, and Finance Apps

Data Thinking Notes

Jan 23, 2024 · Fundamentals

How to Build an Effective Data Metric System: Principles, Design, and Implementation

This article explains what data metrics are, why they matter, how to structure a metric system with dimensions, aggregation methods and measures, and provides step‑by‑step principles for designing, prioritizing, and implementing a robust data indicator framework that drives business insight and decision‑making.

KPIsbusiness analyticsdata metrics

0 likes · 21 min read

How to Build an Effective Data Metric System: Principles, Design, and Implementation

Model Perspective

Jan 11, 2024 · Operations

How Continuous Project Evaluation Drives Success: A Complete Guide

This article provides a comprehensive overview of project evaluation, detailing its definition, phases, seven-step process, various methods, and a real-world urban greening case study to illustrate how systematic assessment ensures project success and risk mitigation.

KPIsProject Managementcost-benefit analysis

0 likes · 9 min read

How Continuous Project Evaluation Drives Success: A Complete Guide

Architecture and Beyond

Oct 28, 2023 · R&D Management

Understanding and Managing Metrics: Definition, Types, Design, Evaluation, and Follow‑up

This article explains what metrics are, categorizes them, describes how to design effective metrics for R&D teams, outlines criteria for judging their quality, and provides practical guidance for tracking, reviewing, and continuously improving them.

KPIsPerformance MeasurementR&D management

0 likes · 17 min read

Understanding and Managing Metrics: Definition, Types, Design, Evaluation, and Follow‑up

Wukong Talks Architecture

Oct 12, 2023 · R&D Management

How to Set Reasonable Team Goals Using the SMART Principle

This article explains how applying the SMART framework—Specific, Measurable, Achievable, Relevant, and Time‑bound—helps teams define clear, actionable goals, differentiate measurable KPIs from broader KRAs, and avoid common pitfalls such as vague objectives or resource‑driven targets.

Goal SettingKPIsPerformance

0 likes · 5 min read

How to Set Reasonable Team Goals Using the SMART Principle

Architecture and Beyond

Sep 30, 2023 · R&D Management

Understanding Metrics: Definition, Value, Classification, Creation, Evaluation, Follow‑up and Review

The article explains what metrics are, why they matter, how they can be classified, the structured process for creating effective R&D metrics, criteria for judging good metrics, and practical methods for tracking, reporting, and periodically reviewing them to ensure continuous improvement.

Goal SettingKPIsPerformance Measurement

0 likes · 16 min read

Understanding Metrics: Definition, Value, Classification, Creation, Evaluation, Follow‑up and Review

Ant R&D Efficiency

Aug 8, 2023 · R&D Management

How to Set Effective Goals and OKRs: A Comprehensive Guide for R&D Teams

By defining clear, measurable objectives and key results, aligning them with strategic goals, and continuously testing, prioritizing, and iterating actions, R&D teams can maintain focus, avoid distractions, and translate vision into tangible outcomes through a systematic OKR workflow.

Goal SettingKPIsOKR

0 likes · 23 min read

How to Set Effective Goals and OKRs: A Comprehensive Guide for R&D Teams

DataFunSummit

May 2, 2023 · Fundamentals

Designing Effective Data Indicator Systems: Concepts, Principles, and Practices

This article explains what data indicators are, outlines the four essential elements of a good indicator, evaluates indicators across effectiveness, reliability, sensitivity, and operability, and introduces a comprehensive ebook that teaches how to build and apply data indicator systems in various industries.

KPIsanalyticsdata governance

0 likes · 7 min read

Designing Effective Data Indicator Systems: Concepts, Principles, and Practices

DataFunTalk

Jan 4, 2022 · Fundamentals

How to Build a Data Metric System: Purpose, Construction Steps, and Practical Application

This article explains why a data metric system is essential for business growth, describes the OSM (Object‑Strategy‑Measure) model and four concrete steps to construct a metric system, and shows how to use it for diagnosis, factor analysis, and problem solving in real‑world scenarios.

KPIsOSM modelbusiness analytics

0 likes · 11 min read

How to Build a Data Metric System: Purpose, Construction Steps, and Practical Application

DevOps

Apr 27, 2021 · R&D Management

A Comprehensive Framework for Measuring R&D Performance: Design Principles, Metric Types, and Indicator Calculations

This article presents a detailed R&D performance measurement framework that outlines five design principles, three categories of metrics, and concrete calculations for indicators such as demand lead time, defect ratios, availability, throughput, and flow efficiency, helping organizations balance speed, quality, and sustainability.

KPIsManagementR&D performance

0 likes · 20 min read

A Comprehensive Framework for Measuring R&D Performance: Design Principles, Metric Types, and Indicator Calculations

Continuous Delivery 2.0

Nov 25, 2020 · Operations

Measuring Engineering Productivity with GitLab MR Rate: Definition, Challenges, and Improvement Strategies

This article explains how GitLab uses the MR Rate metric to assess engineering productivity, outlines its definition, discusses the challenges of relying on a single metric, and presents four strategies—including improving iteration, setting KPIs, aligning OKRs, and empowering teams—to boost the MR Rate over time.

Engineering ProductivityGitLabKPIs

0 likes · 8 min read

Measuring Engineering Productivity with GitLab MR Rate: Definition, Challenges, and Improvement Strategies

Baidu Intelligent Testing

Apr 14, 2016 · Operations

Choosing and Analyzing Operational Metrics for Product Success

The article explains why operators should start from clear goals rather than events, defines meaningful metrics such as user retention and API call volume, shows how to break down and evaluate these metrics, and offers practical advice on data collection, benchmarking, and continuous improvement.

KPIsdata analysismetrics

0 likes · 6 min read

Choosing and Analyzing Operational Metrics for Product Success