David Menninger's Analyst Perspectives

MAY 7, 2025

Turnover rates have taken center stage in workforce discussions, often being the first metric leaders request when assessing the state of the workforce. As leaders, we often report a series of metrics out of habitcost per hire sounds strategic, but it doesnt often lead to insights about long-term performance or retention.

Metrics 130

Metrics Scorecard Dashboards Measurement 130

datapine

FEBRUARY 10, 2021

A social media dashboard is an invaluable management tool that is used by professionals, managers, and companies to gather, optimize, and visualize important metrics and data from social channels such as Facebook, Twitter, LinkedIn, Instagram, YouTube, etc. Social media KPI scorecard. What Is A Social Media Dashboard?

Dashboards 193

Dashboards Scorecard KPI Metrics 193

Juice Analytics

MARCH 1, 2021

KPIs), success metrics, scorecards). Actionable metrics Ask yourself: what would I do if the metric is out of line? In our experience, you’re better off if you choose metrics that can be understood outside your corner of the world. Metrics without goals can be a waste. key performance indicators (a.k.a

Metrics 98

Metrics Scorecard Key Performance Indicator Dashboards 98

AWS Big Data

JUNE 6, 2023

It’s important for business users to be able to see quality scores and metrics to make confident business decisions and debug data quality issues. An operational scorecard is a mechanism used to evaluate and measure the quality of data processed and validated by AWS Glue Data Quality rulesets. An AWS Glue crawler crawls the results.

Data Quality 96

Data Quality Metrics Visualization Dashboards 96

datapine

JANUARY 18, 2023

This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. A good example is a KPI scorecard. It serves up a balanced blend of metrics that will empower you to boost engagement as well as retention rates.

Reporting 202

Reporting Metrics Dashboards Visualization 202

CIO Business Intelligence

FEBRUARY 8, 2024

Develop a robust vendor partnership evaluation framework Companies should develop a set of standard vendor performance scorecards that are updated quarterly and reviewed with the vendor to provide feedback, Allen says. However, these should not be confused with operational scorecards that track service performance on a more regular basis.”

Management 130

Management Scorecard Cost-Benefit Key Performance Indicator 130

Occam's Razor

SEPTEMBER 5, 2023

An extraordinary amount of time, effort, $$$ are spent on building dashboards/scorecards for CMOs… Yet, the end result, nearly always, is a useless data puke. Personal Bias: I prefer the word Scorecard over Dashboard. In my writing, in my keynotes, you’ll hear Scorecard. Level 1 (Yellow): At the minimum, focus on these metrics.

Marketing Analytics 78

Marketing Analytics Dashboards Marketing Scorecard 78

CIO Business Intelligence

OCTOBER 19, 2023

With Power BI, you can pull data from almost any data source and create dashboards that track the metrics you care about the most. Use metrics to drive goals, scorecards, and OKR boards Making a data-driven culture effective means using data to measure how well decisions are working out for the business.

Slice and Dice 127

Slice and Dice Scorecard Metrics Visualization 127

CIO Business Intelligence

SEPTEMBER 23, 2024

Instead of just speaking to and sharing non-financial measures, such as metrics related to the marketing funnel, be sure to tie thought leadership directly to the sales funnel as well. Show how the organization is innovating products and services , and metrics like refresh rates that are less than three years old.

ROI 121

ROI Scorecard Metrics B2B 121

datapine

JUNE 9, 2022

To achieve this, it is necessary to seat down with all relevant stakeholders and define clear goals that will serve as a guide for which metrics to include in your dashboard. . Choose relevant KPIs and metrics. Another important point to consider here is the importance of differentiating metrics from KPIs.

Dashboards 143

Dashboards Metrics Visualization Sales 143

datapine

AUGUST 26, 2020

Corporate (or enterprise) dashboards are dynamic digital and visual tools that offer a comprehensive working insight into a wide range of corporate or company’s metrics and data, focused on monitoring, optimization, and achievement of strategic goals. What Is A Corporate Dashboard? 10 Benefits Of Dynamic Corporate Dashboards.

Dashboards 168

Dashboards Enterprise Visualization Data-driven 168

Smart Data Collective

JANUARY 29, 2021

However, without knowing how to obtain this information or what to do with it, you may find yourself mindlessly browsing arbitrary metrics on Google Analytics such as user data, session data, or session durations. Finally, the Other Category segments your traffic on all the other metrics that aren’t covered in the other two categories.

Analytics 132

Analytics Scorecard Metrics Reporting 132

Martha Bennett

SEPTEMBER 26, 2016

We’ve entered the age of the customer, where powerful customers are disrupting every industry. In response, companies will have to change how they develop, market, sell, and deliver products and services directly to their customers and through their partners.

Scorecard 40

Scorecard Metrics Marketing Technology 40

CIO Business Intelligence

SEPTEMBER 7, 2023

Each product team is given a scorecard with metrics around risks, vulnerabilities, observability, and automation levels.

Scorecard 97

Scorecard Internet of Things Testing IoT 97

Occam's Razor

JANUARY 30, 2012

When it comes to data analysis, you are usually more likely to see me share guidance on advanced segmentation or custom reports or advanced social metrics or controlled experiments or economic value or competitive intelligence or web analytics maturity or one of an infinite number of difficult, if hugely rewarding, things. Not today.

Analytics 155

Analytics Dashboards Metrics Key Performance Indicator 155

Occam's Razor

JANUARY 2, 2013

On top of the graph click on Select A Metric and choose Goal Conversion Rate. As you look at the "scorecard" (just under the graph) you can look at the little numbers in gray and understand overall mobile performance compared to site performance. Change the metric on top of the page to Goal Values and bam! Very handy.

Strategy 165

Strategy Analytics Reporting Metrics 165

CIO Business Intelligence

MARCH 25, 2024

This approach enabled Finance and business stakeholders to use data insights to see the metrics move as the year progressed. We made use of the organisational balanced scorecard and the associated metrics tracked in our quarterly business performance reporting.” How does persistent funding reduce risk?

Modeling 124

Modeling Cost-Benefit IT ROI 124

CIO Business Intelligence

OCTOBER 2, 2023

The PMO works with a project’s business sponsors to articulate expected outcomes, establish metrics for measuring success, and then report on the returns generated by the finished project. Most importantly, perhaps, is its overarching responsibility, which is to ensure projects deliver value.

Management 124

Management Scorecard Key Performance Indicator Risk 124

datapine

JUNE 22, 2022

As we mention in our guide on KPIs vs metrics , not everything that can be measured needs to be measured, therefore, there are some steps you need to follow in order to avoid distracting your analysis with too many KPIs. The SUM is a metric that tracks the percentage of spending that is actively managed by the procurement manager.

KPI 152

KPI Key Performance Indicator Measurement Cost-Benefit 152

CIO Business Intelligence

OCTOBER 23, 2023

A 2023 report titled The Digital Disconnect: Linking Vision to Real-World Execution from digital services firm West Monroe speaks to this point, finding that while 86% of organizations say they’re “effective at creating digital products and experiences that customers love,” only 17% score 4 out of 9 or higher on the firm’s Product Scorecard.

IT 137

IT Consulting Scorecard Key Performance Indicator 137

AWS Big Data

AUGUST 6, 2024

Business metrics – Providing KPIs, scorecards, and business-relevant benchmarks. million events per second, and analyzing over 10,000 business metrics across over 50,000 dimensions. Anomaly detection – Identifying outliers or unusual behavior patterns.

OLAP 110

OLAP Analytics Visualization Dashboards 110

bridgei2i

FEBRUARY 24, 2021

Sunil: Monica, in today’s scenario, the organizations have scorecards to track KPIs across businesses, geographies, and functions through BI dashboards and Excel reports. How do you track and report the impact of these metrics on key business outcomes? So, what’s your take on this? Monica: Well, this was insightful.

Recreation/Entertainment 92

Recreation/Entertainment Cost-Benefit Digital Transformation Scorecard 92

DataRobot Blog

JUNE 27, 2022

Monitoring Model Metrics. With this data in hand, we are able to measure both the data drift and model performance, both of which are essential metrics in measuring the health of the deployed model. The accuracy of a model is another essential metric that informs us about its health in a deployed setting.

Risk 59

Risk Modeling Metrics Measurement 59

DataRobot

JUNE 11, 2021

Starting with installing an early Oracle database in the late 1980s, she later founded a business intelligence company named BI Scorecard, then went on to work as a VP at Gartner, where she modernized that firm’s data and analytics programs. One challenge, Cindi says, is convincing HR to apply the right metrics to hiring.

Data Processing 52

Data Processing Scorecard Data Science Metrics 52

IBM Big Data Hub

FEBRUARY 13, 2024

Here are some common steps to building your own process: Goal setting : Identify specific goals and metrics like cutting costs, improving quality control or better managing supplier risk. Strategic sourcing : Getting started Strategic sourcing processes vary by business, industry, geography and more.

Cost-Benefit 78

Cost-Benefit Scorecard Risk Recreation/Entertainment 78

Anmut

MAY 12, 2022

Frame all problems, solutions, and success metrics in a business context. What are the critical metrics that are being used to measure strategic success? How can I frame data solutions and their success in those, or adjacent, metrics? number of new customers or reduced cost of goods sold).

Scorecard 52

Scorecard Business Objectives Measurement Metrics 52

Peter James Thomas

AUGUST 12, 2018

Pertinence and fidelity of metrics developed from Data. Metrics are seldom reliant on just one data element, but are often rather combinations. There are often compromises to be made in defining metrics. Again see Using BI to drive improvements in data quality for further details. Some of these are based on the data available.

Statistics 49

Statistics Metrics Data Quality Measurement 49

Smarten

SEPTEMBER 9, 2024

These tools allowed users to monitor key performance indicators (KPIs), reports and other metrics in a dashboard environment using many of the same features and tools they enjoyed in a desktop based application. Businesses can establish key performance indicators (KPIs) to track metrics to enhance care and treatment.

Business Intelligence 52

Business Intelligence Key Performance Indicator IT Metrics 52

Occam's Razor

MAY 5, 2016

And, you can see the all important metric of Conversion Rate. I consider this metric, Per Session Goal Value, to be critical for publishers and hence likely the best one you can use to measure the various implications on you from people's use of ad blockers. Nice report right? Acquisition, behavior, outcomes!

Metrics 110

Metrics Reporting Analytics Advertising 110

Occam's Razor

JUNE 4, 2012

You get immense focus in the scorecard (summary) using just the Acquisition (Visits, Unique Visitors), Behavior (Bounce Rate, Pageviews – proxy for content consumption) and Outcome (Transactions, Average Value, Revenue) metrics and Key Performance Indicators. Be insanely relevant (pick the critical few metrics ).

Reporting 134

Reporting Analytics Metrics Advertising 134

Occam's Razor

MARCH 23, 2021

Executive scorecards, post-campaign analysis, some limited data puking (only when we absolutely can’t get away with it because someone who influences our existence is asking!), The benchmark for the beautiful metric AVOC is 15.3%. Now repeat this across many, many metrics, for many dimensions, in the three clusters you see above.

Analytics 141

Analytics Scorecard Strategy Testing 141

Occam's Razor

AUGUST 9, 2016

Along the way I'll share some of my favourite metrics and analytics best practices that should accelerate your path to becoming a true Analysis Ninja. At this point you'll be a little confused about some metric or the other. Go, read one of the best pages in the Analytics help center: Understanding Dimensions and Metrics.

Analytics 113

Analytics Metrics Reporting Strategy 113

Occam's Razor

DECEMBER 6, 2010

In a world where we are overwhelmed with data and metrics and key performance indicators and reports and dashboards and. I must forewarn you that my hidden agenda is also to expose to you metrics you might not be using, views of data that you might be ignoring, best practices that are of value and teach you how to fish. No more silos!

Reporting 132

Reporting Analytics Metrics Cost-Benefit 132

CIO Business Intelligence

FEBRUARY 3, 2023

We used a security scorecard benchmark and said we could become the most secure global mint.” They then reported back on the score’s movement of the score, going from68 to 98 in a year based on 10 core security metrics provided by securityscorecard.com, with 100 meaning there were no vulnerabilities on the visible attack surface.

IT 52

IT Experimentation Scorecard Digital Transformation 52

Occam's Razor

MAY 5, 2025

CMO scorecards have impressions! AKA Separate the KPIs from Metrics, and both of those from Influencing Variables. To help my clients, I’ve gone and identified what differentiates KPIs, Metrics, IVs across 11 variables. A Key Performance Indicator (KPI), is a metric whose movement directly impacts the company’s bottom line.

Metrics 78

Metrics KPI Key Performance Indicator Dashboards 78

Occam's Razor

NOVEMBER 26, 2024

If a conversation is occurring about Data and Analytics, chances are high that it is about Metrics. About how abhorrent Vanity Metrics are. About the marginal value of Activity Metrics. About how crucial a focus on Outcome Metrics is. About Metrics for Dashboard – NO! Metrics are important. Wipe your tears.

Metrics 78

Metrics Marketing Analytics Marketing Analytics 78

David Menninger's Analyst Perspectives

JANUARY 29, 2025

Data intelligence catalogs help data administrators understand the use of data in reports and dashboards and provide chief analytics and chief data officers with key metrics on data production and consumption, including the value generated by data initiatives.

Metadata 147

Metadata Data Governance Data Quality Scorecard 147