Sony Pixel Power calrec Sony

Data driven decision making - what does it really mean?

13/10/2021

IABM Journal Article By Simen K. Frostad

Chairman, Bridge Technologies

What is a decision?

It seems like a simple question, but it's one worth considering. What separates the terms decision' from choice'? The general consensus is: judgement and deliberation. Whilst a choice can be entirely arbitrary in nature, decision making is process orientated', linking behavior with performance and consequence. In essence, decisions act on inputs to drive outcomes. So it follows that all decisions are data driven' - in the sense that data', most widely defined, constitutes information - the inputs upon which the decision making process is exercised.

The key ingredients of a good decision

Thus, the quality of a decision is really impacted by three central factors: the extent of information available, i.e. the number of variables for which information exists, the quality of that data - with quantitative generally preferable to qualitative, and the extent to which the decision maker is able to make use of that data - both by virtue of how comprehensible it is, and how effective and knowledgeable the decision-maker is themselves.

Once upon a time, these three elements were entirely lacking in a broadcast environment. Your network either worked or it didn't, and often the first you'd know about it was Mr. Jones on the phone complaining he couldn't watch the Snooker. Trouble shooting was long, tedious and laborious. In essence, the data needed was lacking in quantity, quality, responsiveness and usability.

Perhaps less of a problem when infrastructure costs once meant that only a few big players dominated the market, and Mr. Jones had nowhere else to watch his snooker. But now, in an environment characterized by endless choice and next to no switching costs for audiences? A very different story.

Decision after decision

Troubleshooting decisions constitute just one type of decision you might make in a broadcast environment, and - moreover one you'd ideally like to avoid; if everything has gone well in your organisational decision making chain, you shouldn't be getting to the point where trouble-shooting decisions are even required.

In reality, decisions in the broadcast industry exist on a vast spectrum; they constitute the high level, boardroom decisions made regarding organizational strategy, and they constitute the millisecond decisions made regarding data paths through complex networks. Of course, at every point - regardless of scale - these decisions need effective metrics to support them.

Decision Blind

Of course, with this sheer scope and scale of decision making going on at the micro- and macro- level, it can be easy to become decision blind' -becoming entrenched in a process that uses the same outdated data points and unconscious biases, in an uncritical manner.

But critically revisiting these questions is key. Really how much do you really know about your network, and how much are you assuming? About your audience and their experience? What data points are you currently getting to inform your decision; how relevant, timely and usable are they? Are you sure you're making decisions, rather than arbitrary choices?

Fundamental questions perhaps - but it's surprising how many people aren't asking them - instead laboring on with outdated information and unchallenged assumptions. And that's really the main thrust of what we're driving at here: When was the last time you considered something as fundamental as what constitutes a decision'?

Probing the depths

It will come as no surprise to hear that technology is offering at least partial answers to many of the challenges we've outlined above. Broadcast network monitoring has never been more sophisticated or comprehensive than it is now. When it comes to the issue of quantity and quality of data points, it's now possible to use probes to gain real-time, continuous insight across the full broadcast chain - from ingest to contribution to playout - giving metrics on every component of technical network performance. From the camera painter in a remote OB van, to a network technician working on a headend, to a boardroom executive ruling on next year's budget, probes have the potential to give the data needed to make effective decisions: able to generate the kind of data that facilitates millisecond operations on audio and video transfer across networks, accommodating the widest range of operational protocols, standards and configurations - compressed and uncompressed, whilst also generating historical reports that give a strategic, birds-eye overview of operational performance for management and decision makers.

But does this increase in the quantity and quality of data points result in better decision making?

Not necessarily.

Indeed, an overload of information can be as limiting as it can be enabling in the wrong hands. It's only if this data is packaged and presented in a meaningful way that it can form the basis of effective decision making, even for those not necessarily versed in the intricacies and technicalities of network performance and IP packet transfer. It's here where an effective monitoring system will really set itself apart: putting eyes at every stage of the broadcast chain to produce not just data, but information which is meaningful, usable and presented in a way that is intuitive to understand.

Joined up thinking

All of these concepts become even more complex in complex environments (hardly a shock, right?). It's all very well gaining insight along your beautiful, shiny, newly installed IP network. But who has the budget for such a revolutionary upgrade? The truth is, the majority of broadcasters are working with piecemeal, hybrid and legacy systems, where the data available to harvest is wildly different in type, m
LINK: https://bridgetech.tv/data-driven-decision-making-what-does-it-really-...
See more stories from bridgetech

Most recent headlines

03/01/2026

Release Rundown: What to Watch in January, From All That's Left of You to OBEX

A still from OBEX by Albert Birney, an official selection of the 2025 Sundance...

02/01/2026

Freezing Florida: NHL's EVP, Entertainment Bob Chesterman on Taking the Winter Classic to Miami

Freezing Florida: NHL's EVP, Entertainment Bob Chesterman on Taking the Wint...

02/01/2026

NHL Winter Classic 2026: TNT Sports Prepares for First NHL Outdoor Game in Sunshine State

NHL Winter Classic 2026: TNT Sports Prepares for First NHL Outdoor Game in Sunsh...

02/01/2026

ATSC To Showcase Latest NextGen TV Developments At CES 2026

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

02/01/2026

Pearl TV To Unveil NextGen TV Converter Box Program At CES 2026

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

02/01/2026

New RT documentary series takes us inside one of Ireland's busiest hospitals

Any Given Day: Cork University Hospital premieres Wednesday 7 January on RT One and RT Player at 9:35pm RT will debut a powerful new six-part documentary se...

02/01/2026

All episodes of Heated Rivalry will be landing on Sky and streaming service NOW on 10 January

Friday 2 January 2026 All episodes of Heated Rivalry will be landing on Sky and...

02/01/2026

Coming Soon to RT this New Year

Sequins, chat shows, live sporting action, ground-breaking docuseries and brand-new Irish drama to kick off 2026 New Year, New Content Coming Soon across RT ...

01/01/2026

Latin Grammy Cultural Foundation Announces 2026 Noel Schajris Scholarship

Latin Grammy Cultural Foundation Announces 2026 Noel Schajris Scholarship The scholarship will cover tuition and housing for one Berklee College of Music stud...

01/01/2026

GeForce NOW Rings In 2026 With 14 New Games in January

New year, new games, all with RTX 5080-powered cloud energy. GeForce NOW is kicking off 2026 by looking back at an unforgettable year of wins and wildly high fr...

31/12/2025

NFL Christmas Gameday on Netflix Scores Again With the Lions-Vikings Becoming the Most-Streamed NFL Game in US History

Back to All News NFL Christmas Gameday on Netflix Scores Again With the Lions-V...

30/12/2025

As the College Football Playoff Enters the Quarterfinals, ESPN Blows Out Its MegaCast Multiplatform Playbook

As the College Football Playoff Enters the Quarterfinals, ESPN Blows Out Its Meg...

30/12/2025

SVG's Best of 2025: Original Articles

SVG's Best of 2025: Original ArticlesTake a look back at all our coverage of big-time productions, game-changing technologies, and state-of-the-art new faci...

30/12/2025

L3Harris Sets Date for Fourth Quarter 2025 Earnings Release

MELBOURNE, Fla., Dec. 30, 2025 - L3Harris Technologies (NYSE: LHX) will release its fourth quarter 2025 financial results before the market opens on Thursday, J...

30/12/2025

TV Techs Most Popular Stories of 2025

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

30/12/2025

Ring in the New Year with Patrick Kielty and a sparkling line-up on The Late Late Show New Year's Eve Show

Your live countdown to 2026 with Inhaler, David Gray, Lyra, Garron Noone, Sharon...

30/12/2025

Space42 Conducts Europe's First Licensed HAPS Flight

It marked the first civilian operational authorization for a HAPS flight in Europe, led by Space42's subsidiary, Mira Aerospace The flight demonstrated HAP...

29/12/2025

San Francisco 49ers Strike Gold With Halftime Laser Spectacular

San Francisco 49ers Strike Gold With Halftime Laser SpectacularStunning display caps $200 million renovation of Levi's Stadium techBy Dan Daley, Audio Edito...

29/12/2025

The Cup's Around the Corner: An Inside Look at Broadcast Preparations for the 2026 FIFA World Cup With FIFA's Oscar Sanchez

The Cup's Around the Corner: An Inside Look at Broadcast Preparations for th...

29/12/2025

SVG's Best of 2025: Longform Video

SVG's Best of 2025: Longform VideoWatch the standout keynote conversations, deep dives, and panel discussions from the year for free on SVG PLAY!By Brandon ...

29/12/2025

25 Ways Spotify Leveled Up Your Listening in 2025

From crisper Lossless audio and immersive music videos in beta to new Audiobooks+ plans, custom transitions between tracks, and in-app Messages, we keep levelin...

29/12/2025

TV Tech's Top Regulatory Stories of the Year

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

27/12/2025

TV Tech's Top Data Dumps of 2025

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

26/12/2025

TV Tech's Top Streaming Stories of 2025

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

26/12/2025

TV Tech's Top Data Points of 2025

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

25/12/2025

Make Spirits Bright With Holiday Hits on GeForce NOW

Holiday lights are twinkling, hot cocoa's on the stove and gamers are settling in for a well-earned break. Whether staying in or heading on a winter getawa...

24/12/2025

What is AI good for?

What is AI good for? Posted by MTI Film on December 24, 2025 What is AI good for? What is AI good for? It's been three years since ChatGPT first cap...

24/12/2025

AI in 2026: More Collaboration, Less Hype

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

24/12/2025

Carr Lays Out FCCs 'Key Wins in 2025'

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

24/12/2025

CES: Cineverse Unveils New Features for Cinesearch

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

24/12/2025

IES, AES Promote Graham Kirk, Brienne Willcock

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

24/12/2025

Ad Tech and CTV Experts Forecast 2026's Biggest Trends

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

24/12/2025

Shaking up Sunday nights this January Dancing with the Stars unveils the new promo for 2026

RT has unveiled an exclusive first look at the new Dancing with the Stars promo...

24/12/2025

The Boyfriend' Season 2 Unveils Heartwarming Trailer, Key Art, and Participants' Profiles

Back to All News The Boyfriend' Season 2 Unveils Heartwarming Trailer, Key...

24/12/2025

Love, Fights, and Everything in Between: Badly in Love' Returns for Season 2

Back to All News Love, Fights, and Everything in Between: Badly in Love' Returns for Season 2 Entertainment 24 December 2025 GlobalJapan Link copied t...

24/12/2025

December 23, 2025

Scripps Research study links sleep variability with sleep apnea and hypertension How consumers' digital activity trackers could enable personalized health s...

23/12/2025

How guilas Cibaeas Dominican Winter League Games Are Locally Produced for Global Audience

How guilas Cibae as Dominican Winter League Games Are Locally Produced for Glob...

23/12/2025

CAMB.AI Enables European Athletics to Offer Multi-Language Support

CAMB.AI Enables European Athletics to Offer Multi-Language SupportPlan is to eventually offer translation into all languages spoken in EuropeBy Ken Kerschbaumer...

23/12/2025

Analysis: As Sports Media Values Trend Negative, Scarcity and Quality Are King

Analysis: As sports media values trend negative, scarcity and quality are king By Callum McCarthy, Editor-at-Large Monday, December 22, 2025 - 14:08 Print ...

23/12/2025

ESPN, Disney, and NBA Return to the Animated Altcast Fray With Second Edition of Dunk the Halls'

ESPN, Disney, and NBA Return to the Animated Altcast Fray With Second Edition of...

23/12/2025

End the Year on a High Note and Donate to the Sports Broadcasting Fund Today!

End the Year on a High Note and Donate to the Sports Broadcasting Fund Today!By Ken Kerschbaumer, Editorial Director Tuesday, December 23, 2025 - 12:25 pm P...

23/12/2025

Find Your Perfect Holiday Romance Listen With These Swoon-Worthy Audiobooks

The year is winding down, the weather outside is frightful, and it's the perfect time to escape into a story that warms the heart. For listeners looking for...

23/12/2025

L3Harris Receives Letter of Intent from Kratos Defense for Production of Large Hypersonic Solid Rocket Motors

A Zeus motor is hot fire tested at L3Harris' Camden, Arkansas, solid rocket ...

23/12/2025

FCC Bans All New Foreign-Made Drones

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

23/12/2025

Gray Media Renews Its NBC Affiliation Agreements

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

23/12/2025

Lightware to showcase breakthrough Google Meet and TPN MM...

Lightware will exhibit several major product innovations at ISE 2026, including the new USB-C BOOSTER-V1, Google Meet. integration for various Taurus UCX models...

23/12/2025

Nielsen, Roku Expand Measurement Partnership

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...

23/12/2025

PwC: Streaming Market Shifting to 'Scale and Sustainability'

Share Share by: Copy link Facebook X Whatsapp Pinterest Flipboard...