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

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

07/10/2026

Dalet Flex LTS Delivers Smarter Media Operations from Ingest to Distribution

Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...

06/09/2026

Dolby and MagentaTV Bring Fans Closer to the FIFA World Cup 2026 in Germany with Dolby Vision and Dolby Atmos

June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...

20/08/2026

Broadpeak launches Multiview as a Service to accelerate m...

Multiview available via SaaS for streaming platforms and operators through broadpeak.io, with live demonstrations at IBC2026 Broadpeak , a leader in streaming ...

20/08/2026

Techex Appoints Stuart Almond as Chief Revenue Officer

Techex, a leading provider of live broadcast infrastructure solutions, has appointed Stuart Almond as Chief Revenue Officer, further strengthening its executive...

20/08/2026

MediaCity Studios upgrades with Avid

Avid today announced that MediaCity Studios has upgraded its production infrastructure with an enhanced end-to-end Avid production ecosystem, including the dep...

20/08/2026

MS Now to Launch $7.99 DTC Service

Share Copy link Facebook X Linkedin Bluesky Email...

20/08/2026

Nielsen Details Improvements to Audience Measurement Capabilities

Share Copy link Facebook X Linkedin Bluesky Email...

20/08/2026

Study: 174 Billion Illegal Streams During FIFA World Cup 2026

Share Copy link Facebook X Linkedin Bluesky Email...

20/08/2026

Prasad Opens New 8K/4K Film Preservation & Restoration Center

Share Copy link Facebook X Linkedin Bluesky Email...

20/08/2026

IPC Expands Brazilian Presence with New Channel Partner C...

IPC Expands Brazilian Presence with New Channel Partner CCATech Industry veterans Carlos Abrah o and Bruno Lopes strengthen local support and expand IPCs prese...

20/08/2026

Zixi Enters Mauritius Market Through Strategic Deployment...

Zixi Enters Mauritius Market Through Strategic Deployment with MTC Jockey Club Worlds Oldest Horse Racing Club in the Southern Hemisphere Selects Zixis Softwar...

20/08/2026

Scripps Research scientist to receive $2.76 million NIAID New Innovators Award

LA JOLLA, CA-Scripps Research assistant professor Tiantian Liu has received a five-year NIAID DP2 award from the National Institute of Allergy and Infectious Di...

20/08/2026

Audiences reveal appetite for multicultural Australia on-screen

Audiences reveal appetite for multicultural Australia on-screen 20 August 2026 Dr Georgie McClean, Dr Rebecca Huntley (L-R) By Dr Georgie McClean and Dr Rebec...

20/08/2026

How Mavis Studio Is Expanding Live Production Teaching at Sussex

How Mavis Studio Is Expanding Live Production Teaching at Sussex Brie Clayton August 19, 2026 0 Comments Hero image displays a student about to mix be...

20/08/2026

Vertical Unscripted Series Legal Queens Captured with Blackmagic Design

Vertical Unscripted Series Legal Queens Captured with Blackmagic Design Brie Clayton August 19, 2026 0 Comments Reality TV veteran Eric Gardner create...

20/08/2026

Bring the Fire: Play Games on GeForce NOW With New Firefox Browser Support

It's a new way into the cloud. GeForce NOW welcomes Firefox support to the cloud, opening up another way to jump into high-performance PC gaming straight ...

19/08/2026

Imagine Communications Steve Reynolds on Kaseya Centers Hybrid IP Build and the Growth of ST 2110

As the cost of IP nears price parity with traditional SDI, Reynolds argues that ...

19/08/2026

European Athletics Championships 2026: BBC, Event Organizers Bring Birmingham Action to Viewers in Style

A private 5G bubble was chosen instead of traditional broadcast RF for the race ...

19/08/2026

Filipiana Sets the Class Divide on a Golf Course in the Philippines

(L-R) Rafael Manuel and Isabel Sicat attend the Filipi ana premiere during the 2026 Sundance Film Festival at The Ray Theatre on January 23, 2026, in Park Cit...

19/08/2026

MPG launch Save Our Studios survey

Studio owners invited to have their say on rates cuts The Music Producers Guild (MPG) are inviting UK-based studios to take part in an in-depth survey that ...

19/08/2026

Harrison unveil the Flex-10

Vintage-inspired desktop interface revealed Harrison's latest hardware offering sees them head into the world of audio interfaces, delivering a 10-in/12...

19/08/2026

Minimal Audio release Lucid

Granular effect remains locked to scale and tempo Described as your dream granular effect , Minimal Audio's latest creation is capable of turning any s...

19/08/2026

Audio Modeling open PolySWAM pre-orders

First polyphonic SWAM instrument incoming Audio Modeling's latest physical-modelling orchestral instrument is just around the corner, and is now availab...

19/08/2026

FOX and NBCUniversal Score with FIFA World Cup 2026 Success in Nielsen's June Gauge Reports

World Cup Games Generate 84 Billion Minutes Across FOX, Fox Sports 1 and NBCU...

19/08/2026

The Gauge: Poland | July 2026

July brought typical peak-holiday drops in viewership, driven primarily by viewers stepping away from screens and a visible decline in reach across both traditi...

19/08/2026

Carr Calls ABC Suit 'Meritless

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Henry Alexander Joins BCE as Sales Director

Henry joins BCE as the company accelerates its commercial strategy and expands its international presence across the media, broadcast and technology markets. He...

19/08/2026

iWedia Announces Advanced Android DRAM Optimisation Proce...

iWedia, a leading provider of software solutions for connected TV devices, today announced a major milestone in Android platform optimization with the successfu...

19/08/2026

NTP Technology announces ST 2110-30-RAVENNA 128-channel A...

NTP Technology announces that ST 2110-30 audio-over-IP connectivity with AES67 and RAVENNA capabilities is now available for the brand's world-class audio i...

19/08/2026

ORF goes full IP with Net Insight in nationwide network o...

Net Insight has been selected to provide its Nimbra platform by the service provider Big Blue Marble, formerly ORS Group, as the core media transport solution f...

19/08/2026

Coventry City Trophy Parade Extends LiveU LIQ Beyond the...

LiveU has supported Coventry City FC and several other top-flight UK football clubs through one of their most demanding live production challenges of the year, ...

19/08/2026

Nature Seekers Documentary Shot with Blackmagic URSA Cine 12K LF

Nature Seekers Documentary Shot with Blackmagic URSA Cine 12K LF Brie Clayton August 18, 2026 0 Comments Filming endangered turtles required camera...

19/08/2026

Neyrinck Brings D-Control Consoles Back to Life on Apple Silicon with D-Control Basic

Neyrinck Brings D-Control Consoles Back to Life on Apple Silicon with D-Control ...

19/08/2026

ABC Files First Amendment Lawsuit Against FCC

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Nielsen: Fox and NBCUniversal Score with FIFA World Cup 2026

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

ESPN Co-Founder Bill Rasmussen Dies At 93

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Study: NBA Ad Revenue Hit $2.1 Billion Last Season

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Nexstar's WNCN Donates ENG Van for Training

Share Copy link Facebook X Linkedin Bluesky Email...

19/08/2026

Riedel Brings Professional Live Production Into the Class...

Riedel Communications today announced that Edith Cowan University (ECU) in Perth, Australia, implemented a comprehensive communications infrastructure that brin...

19/08/2026

QuickLink Showcases New 4K Capabilities Across StudioEdge...

QuickLink, a leading provider of award-winning video production and remote guest contribution solutions, will spotlight a major leap forward in remote guest con...

19/08/2026

EMAM together with PlayBox Neo and SNEWS launch combined...

Integrated platform melds media asset management, playout automation and newsroom workflows EMAM, PlayBox Neo and SNEWS have officially launched Nuvex, a conne...

19/08/2026

Screen Australia releases the Private Investment Toolkit to strengthen screen industry financing pathways

Screen Australia releases the Private Investment Toolkit to strengthen screen in...

19/08/2026

Do Aussies truly value local content? Unpacking Screen Currency 2026 with Deirdre Brennan

Do Aussies truly value local content? Unpacking Screen Currency 2026 with Deirdr...

19/08/2026

U&alibi re-commissions Bookish for Christmas Special and Series 3

There's an early Christmas gift for Bookish fans, as UKTV confirms the re-commission of the hit U&alibi drama, created by and starring Mark Gatiss. Viewers ...

19/08/2026

Sky gives sports fans the chance to watch multiple live sports events simultaneously on the big screen for the first time

Wednesday 19 August 2026 Sky gives sports fans the chance to watch multiple liv...

19/08/2026

RT TO AIR HISTORIC KATIE TAYLOR FIGHT IN CROKE PARK

On Saturday September 5 Katie Taylor will step into the ring for the fight of her life against Flora Pili in front of 80,000 fans in Croke Park. A legendary fig...

18/08/2026

SportStream 2026 Virtual Event Set for September 15-17

SportStream 2026, a free three-day virtual event, will take place September 15-17. One registration provides access to all three days of live programming and on...

18/08/2026

IBC 2026: BeckTV to Debut BeckFlow Documentation Platform

BeckTV will introduce BeckFlow to the European market at IBC2026, demonstrated on the Providius stand (10.F53). BeckFlow is a web-based schematic documentation...