Data driven decision making - what does it really mean?
13/10/2021
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
04/08/2024
Dalet Appoints Santiago Solanas as CEO to Lead Next Era of Growth and Innovation
Dalet, a leading technology and service provider for media-rich organizations, is excited to announce Santiago Solanas as its new Chief Executive Officer (CEO)....
03/06/2024
Dalet and Veritone Reach Agreement to Distribute, Transact and Monetize Media Archives
Dalet, a leading technology and service provider for media-rich organizations, a...
28/04/2024
Mediahaus delivers the first SRT live-streaming sports production over 5G with URSA Broadcast G2
Mediahaus delivers the first SRT live-streaming sports production over 5G with U...
27/04/2024
L3Harris Chair and CEO Christopher E. Kubasik Discusses 1Q24 On CNBC's "Closing Bell: Overtime"
On April 26, L3Harris Chair and CEO Christopher E. Kubasik joined CNBC's Mor...
27/04/2024
Audinate Adds Major New Features to Dante Connect
PORTLAND, Oregon Audinate Group Limited, the developer of the Dante AV-over-IP solution, announced significant new additions to Dante Connect, its cloud-based D...
27/04/2024
Bell Media Launches New Portfolio of FAST Channels
TORONTO Bell Media has launched 10 English and French-language FAST channels featuring entertainment, factual, news, and sports programming. The new free stream...
27/04/2024
Study: Broadcast TV Evening News Avoids Serious Economic Issues
An extensive new analysis of the news segments in the broadcast evening news programs of ABC, CBS, NBC and PBS has found that broadcasters devoted most of their...
27/04/2024
Hughes Opens Manufacturing Facility and Private 5G Incubation Center in Maryland
GERMANTOWN, Md. EchoStar's Hughes Network Systems has opened a new manufacturing facility and private 5G incubation center in Germantown, Maryland....
27/04/2024
Broadcasting Legend Harry Pappas Dead At 78
Harry Pappas, one of three brothers who founded Pappas Telecasting Companies in 1971, died April 24. He was 78 years old....
27/04/2024
Televisa Selects Synamedia For Broadcast Distribution Overhaul
ATLANTA and LONDON Mexican telecommunications and broadcast company Televisa has selected Synamedia for an overhaul of its broadcast distribution....
27/04/2024
Participate in the Survey - The Impact of AI on Media and the Creative Industry
Participate in the Survey - The Impact of AI on Media and the Creative Industry Pascal Wagner April 26, 2024 0 Comments By participating in this surve...
27/04/2024
SDVI Rally Access Workstation Earns Two Top Awards at 2024 NAB Show
SDVI Rally Access Workstation Earns Two Top Awards at 2024 NAB Show Brie Clayton April 26, 2024 0 Comments SDVI, the leading platform provider for clo...
27/04/2024
Berklee's Music and Health Institute Launches Community Health Musician Certificate
Berklee's Music and Health Institute Launches Community Health Musician Cert...
27/04/2024
Charter Reports Higher Q1 Profits Despite Broadband, Video Losses
Charter Communications reported higher first-quarter profits despite continued cord-cutting and competition for broadband customers....
27/04/2024
Environmental Groups Aim To Make Unscripted TV More Sustainable
Two environmentally-focused groups are partnering to engage the unscripted TV world in finding better ways to address climate change. Reality of Change is an ec...
27/04/2024
Sarah Garcia Named Weekend Anchor at Telemundo 40 in Texas
Sarah Garcia has been promoted to weekend anchor at KTLM McAllen, Texas, known as Telemundo 40. Starting April 27, she will anchor Noticias Telemundo 40 weekend...
27/04/2024
CBS Sports Kicks Off FAST Channel for UEFA Champions League on Pluto TV
CBS Sports said it launched a new 24-hour free, ad supported streaming television (FAST) channel devoted to the UEFA Champions League....
27/04/2024
Brian Roberts's Pay Rose To $35 Million at Comcast
Comcast chairman and CEO Brian Roberts received $35.4 million in compensation in 2023, up 11% from the previous year, according to a proxy statement filed by th...
27/04/2024
John Lithgow Goes Back to School in Art Happens Here'
Art Happens Here With John Lithgow, which sees the actor study dance, ceramics, silk-screen printing and vocal jazz with students in Los Angeles, debuts on PBS ...
27/04/2024
FETV Wants Upfront Buyers Seeking Cable Viewers To Join Its Family
Remember Leave It to Beaver? Bewitched? Dragnet? When cable ratings were rising?...
27/04/2024
Catchy Comedy Features Gomer Pyle, USMC' Weekend Marathon
Next up for the weekend binge at Catchy Comedy is Gomer Pyle, U.S.M.C. Every weekend, Catchy Comedy features The Catchy Binge, a marathon of a classic sitcom....
26/04/2024
Sundance Film Festival CDMX 2024 kicks off today at Cinpolis
Sundance Film Festival CDMX 2024 kicks-off today with screenings in 5 theaters in Mexico City and the opening-night film, FRIDA, directed by Carla Guti rrez...
26/04/2024
Interview: Lourdes Portillo, Director of Las madres de la Plaza de Mayo, La Ofrenda
[Editor's Note: This interview is part of a larger feature about the women d...
26/04/2024
Career insights instead of everyday school life
Once again this year, SGL Carbon opened its doors to interested children and young people. On the occasion of the German Girls and Boys Day, which took place on...
26/04/2024
L3Harris Technologies Reports Strong First Quarter 2024 Results, Increases 2024 Profitability Guidance
Orders1 of $5.5 billion; book-to-bill of 1.06x Revenue of $5.2 billion, up 17%,...
26/04/2024
What Makes A Network Resilient?
Five Considerations For Communications Modernization In The 21st Century In the digital-enabled battlespace, the Joint Force needs to shoot, move and communica...
26/04/2024
CBS Sports Launches New Free Streaming Channel
CBS Sports has launched Champions League as a new, 24-hour streaming channel that will serve as the year-round destination for nonstop highlights of the UEFA ...
26/04/2024
Roku Streaming Homes Hit 81.6M
Despite tough competition in the streaming space, Roku reported solid results in Q1 2024, beating revenue expectations, with total net revenue up 19% YoY to $88...
26/04/2024
Sarah Farrell Named General Manager Of Pinewood Toronto Studios
LONDON AND TORONTO Pinewood Toronto Studios has appointed Sarah Farrell as general manager of the Studios in downtown Toronto....
26/04/2024
Quantum to Offer Advanced Filesharing Technology and Performance in StorNext and Myriad Solutions
Quantum to Offer Advanced Filesharing Technology and Performance in StorNext and...
26/04/2024
FilmLight Colour Awards welcomes 2024 entries and introduces new Emerging Talent' award
FilmLight Colour Awards welcomes 2024 entries and introduces new Emerging Talen...
26/04/2024
Picture Shop Announces Chris Evans as Head of Unscripted
Picture Shop Announces Chris Evans as Head of Unscripted Brie Clayton April 26, 2024 0 Comments Picture Shop announced Chris Evans will lead Unscripte...
26/04/2024
Participate in a Survey - The Impact of AI on Media and the Creative Industry
Participate in a Survey - The Impact of AI on Media and the Creative Industry Pascal Wagner April 26, 2024 0 Comments By participating in this survey,...
26/04/2024
Hi Barbie! Mattel Launching First FAST Channels on Samsung TV Plus
Toy maker Mattel said it is working with Samsung to launch its first free ad-supported streaming television (FAST) channels later this year....
26/04/2024
Marty Moe Named President Of Trusted Media Brands
Trusted Media Brands (TMB) said it named Marty Moe as president....
26/04/2024
Ron Howard Directs Jim Henson Documentary for Disney Plus
Ron Howard is the director on Jim Henson Idea Man, a documentary that premieres on Disney Plus May 31. Henson of course created Kermit the Frog, Miss Piggy, Big...
26/04/2024
Kraken Skate Away From RSN Root Sports for Deals With Tegna, Amazon
The ice continues to melt under the regional sports network business as the Seattle Kraken of the National Hockey League have made a long-term deal to broadcast...
26/04/2024
Warner Bros. Discovery Launches Olli First-Party Data Platform
Heading into the upfronts, Warner Bros. Discovery said it launched Olli, a first-party data platform advertiser can use for converged, targeted advertising camp...
26/04/2024
The Equalizer' Gets Season 5 on CBS
CBS has renewed the drama The Equalizer, which will see season five on in 2024-2025. Queen Latifah stars....
26/04/2024
The CW Inks New Deal for Miss USA, Miss Teen USA
The CW has entered into an exclusive multiyear broadcast partnership for the Miss USA Pageant and the Miss Teen USA Pageant. The 73rd Miss USA Pageant will air ...
26/04/2024
Fuse Urging Young Viewers To Vote With Blunt Campaign
Fuse Media isn't mincing words in a campaign urging its young viewers to register and participate in the 2024 elections....
26/04/2024
Neil Gaiman's Sandman' Universe Expands With Dead Boy Detectives'
Dead Boy Detectives, a series from Neil Gaiman about a detective agency staffed by ghosts, debuts on Netflix April 25. George Rexstrew and Jayden Revri are in t...
26/04/2024
The Story Collective opens largest film and TV studio in the heart of London
The Story Collective has gradually repurposed the former Mortlake Brewery to include production offices, workshops and sound stages By Matthew Corrigan Publi...
26/04/2024
Richard Perkett joins Amagi as chief product officer
Perkett joins the company following a 25 year career in product management, product marketing, engineering and user experience (UX) across multiple industries ...
26/04/2024
Teradek Announces Smaller More Robust Built-in Antennas f...
Teradek, the industry leader in wireless video transmitters and receivers, announced today the launch of new Bolt 6 LT 750 and Bolt 6 Monitor Module 750 RX with...
26/04/2024
Amagi Names Richard Perkett Chief Product Officer
NEW YORK Amagi has appointed Richard Perkett chief product officer (CPO)....
26/04/2024
NAB Board Election Results Announced
WASHINGTON, D.C. The National Association of Broadcasters (NAB) has announced the results of the 2024 NAB Radio and Television Board of Directors elections. The...
26/04/2024
Mattel to Launch First FAST Channels on Samsung TV Plus
EL SEGUNDO, Calif. & NEW YORK Mattel has announced a deal to launch its first three 24/7 free ad supported streaming (FAST) channels on Samsung TV Plus, Samsung...
26/04/2024
NextGen TV Launches In Portland, Maine
PORTLAND, Maine Viewers here can now receive the NextGen TV signals of five local stations with the launch of ATSC 3.0 service from host station WPFO, which is ...