Loading...

03 May 2026 16:07

Advertising & Marketing

Trust in data varies across marketing disciplines

Kantar Millward Brown has transformed its annual Getting Digital Right study into a global Getting Media Right study. Why? Because digital cannot and should not be considered in isolation from the rest of the media mix. 

The study is based on interviews with 330 leaders, representing advertisers, agencies and media companies across the world and covers a wide range of strategic and tactical challenges facing marketers today. Getting Media Right provides a great summary of the challenges keeping marketers around the world awake at night. While there was broad agreement across representatives of each discipline there are some intriguing differences in emphasis that appear to reflect the experience and knowledge of each one.

For instance, trust in different data sources appears to vary widely by constituency. Asked simply, “What sources of data do you trust?” the highest scores went to “In-house data generated by our research of data science teams” and there was little variation between advertiser, agency and media company. There was a similar degree of trust and consistency for “third-party research from our vendors or partners”. However, trust was considerably lower and varied between constituencies when it came to other data sources.

While most advertisers had confidence in data supplied by their media and creative agencies, trust was considerably lower among people working at agencies. Is this because media is a more quantitatively-oriented business and creative more qualitative? By contrast, those at publishers or media companies represented in the survey were far more confident in data from publishers and media partners than either advertisers or agencies. And finally agencies appear more trusting in data coming from tech companies, DMPs or DSPs than either advertisers or media agencies.

I am most intrigued by the high level of trust placed by all three groups on in-house data generated by data science teams in the same company. I cannot help but wonder whether that trust is well-placed. I know our own data analysts find that some advertiser data science personnel have little idea of how brands grow and how best to understand the influence of different variables on each other or across time. Without a good understanding of how brands grow applied to a brand in the context of its specific category and country, data science can produce some banal and even misleading results.

And I cannot help but wonder at the differing levels of trust in data from tech companies, DMPs and DSPs. Is it that ad agency personnel simply take the data at face value whereas clients and media companies are more aware of the data’s shortcomings?

 

Written by Nigel Hollis, Executive Vice President and Chief Global Analyst at Kantar Millward Brown.

NULL
(Visited 14 times, 1 visits today)
peri hokiperihokiduta76duta 76ABC1131 - MPO SLOTABC1131 Bandar Slot Togelmix parlay agen slot qrisMPOGALAXYslot thailandAWSBEThttps://premium-soft.com/Consulta-Licencias/https://sintnicolaasschool.com/https://abc1131aa.com/kincir88cakar76Slot mahjongABC1131ABC1131 LOGINhttps://abc1131.hartanzah.com/https://www.abc1131.it.com/stc76006 sinkronisasi momentum strategi hibrida pola scatter mahjong wild deluxe gates of olympus manajemen risiko dadu sicbo007 rekayasa taktik hibrida pola transformasi gold simbol mahjong ways 2 pgsoft baccarat prediksi starlight princess008 arsitektur kemenangan terpadu navigasi strategi blackjack optimasi peluang sweet bonanza mahjong wins 3 pragmatic009 dekonstruksi momentum strategi eksploitasi pola scatter mahjong ways 2 pgsoft teknik unit roulette wild west gold010 manifesto ekspertis navigasi rtp live sugar rush pola statis sv388 taktik kalkulasi blackjack mahjong wins 3 pragmatic011 rekayasa taktik lintas platform optimasi teknik analisa statistik mahjong wild deluxe gates of olympus dadu sicbo012 sinkronisasi data teknik rtp live mahjong ways 2 pgoft strategi baccarat statis dan dinamis starlight princess013 sinergi operasional integrasi teknik analisa statis blackjack dinamika sweet bonanza mahjong wins 3 pragmatic014 manifesto ekspertis rekayasa peluang algoritma pgsoft mahjong ways 2 pgsoft dinamika roulette wild west gold015 protokol strategis optimasi teknik analisa mahjong wins 3 pragmatic sugar rush sv388 blackjack proeksekusi taktik analisa pola gates of olympus dadu sicbo mahjong wild deluxetaktik peluang baccarat teknik analisa pola rtp live starlight princess mahjong ways 2 pgsoftsinergi strategi analisa peluang blackjack taktik teknik pola rtp live mahjong wins 3 pragmatic sweet bonanzaanalisa teknik peluang roulette taktik pola strategi rtp live mahjong ways 2 pgsoft wild west goldstrategi peluang blackjack analisa sv388 teknik taktik pola rtp live mahjong wins 3 pragmatic sugar rushintegrasi analisa pola taktik rtp live strategi mahjong wild deluxe dadu sicbo gates of olympusmetodologi strategi teknik rtp live analisa pola mahjong ways 2 pgsoft baccarat starlight princessrekayasa metodologi peluang blackjack pola mahjong wins 3 pragmatic teknik sweet bonanzakomputasi peluang analisa strategi roulette pola mahjong ways 2 pgsoft taktik wild west goldmetodologi taktik presisi peluang blackjack pola sugar rush analisa sv388 mahjong wins 3 pragmaticmengindustrialisai perkembangan teknologi digital mahjong wins menuju kebebasan invoasi modernrevolusi industri digital mahjong ways dengan sistem integrasi ai merevolusionerkan peradabanstrategi tepat cuan mahjong ways 2 menurut mahjong analis era transformasi digitalteknologi cloud mahjong wins 3 bikin performa permainan terasa lebih stabiltransformasional teknologi digital mendorong kerangka mahjong ways 2 dengan pola dan rtp roboticlogika win streak pg softpenjelasan ilmiah scatter hitampotensi maxwin game sederhanarahasia near miss jackpotfakta menang akun barupeluang multiplier x500 olympusalgoritma scatter setelah maintenanceefek sering ganti game pg softtanda algoritma sedang downfungsi fitur double chanceanalisa lintas algoritma sinkronisasi pola mahjong wild deluxe gates of olympus probabilitas dadu sicboarsitektur strategi hybrid integrasi taktik baccarat pola presisi mahjong ways 2 pgsoft starlight princessprotokol rtp live integrasi strategi blackjack volatilitas mahjong wins 3 pragmatic sweet bonanzadialektika probabilitas analisa pola mahjong ways 2 pgsoft integrasi strategi roulette wild west goldrekayasa peluang membedah strategi mahjong wins 3 pragmatic sugar rush kalkulasi taktis sv388kesempatan emas mahjong ways hadir dalam sesi game online terbaikkilas balik penggunaan mahjong ways yang mulai terlihat di digital onlinekomposisi gaya pola mahjong ways 2 mengoptimalkan rtp live deluxemembaca gaya permainan tanpa pola mahjong ways disesuaikan poker onlinemomen mahjong ways mencapai puncak tertinggi tanpa menggunakan pola gates of olympusobservasi taktik dan gaya permainan terbaru yang dimiliki lucky nekorasio peningkatan taktik mahjong ways semakin terlihat di pg softstrategi mahjong ways untuk terjun di permainan online semakin meningkatkan di tahun 2026struktur permainan mahjong ways dengan penilaian casino onlinestudi banding teknik wild bounty showdown pastikan roulette alami peningkatanaws analisis mahjong ways premium rtp tertinggi logika peluang sistematisaws epistemologi mahjong ways intuisi algoritma dinamis modernaws evaluasi model stokastik rotasi simbol mahjong wins dataaws mendalam aset digital formasi mahjong ketelitian tinggiaws pembaruan rutin gates olympus konsistensi nilai interaksiaws pendalaman perilaku sistem mahjong kinerja sesi terkendaliaws strategi hujan navigasi mahjong hasil konsistenaws tempo interaksi mahjong keseimbangan pikiran keputusanaws variasi intensitas peralihan mahjong efek signifikanaws wawasan komunitas mahjong kehadiran pengguna aktif berulanganalisa lintas algoritma sinkronisasi pola jitu mahjong wild deluxe gates of olympus probabilitas dadu sicboarsitektur strategi hybrid integrasi taktik paten baccarat pola presisi mahjong ways 2 pgsoft starlight princessprotokol rtp live yang terintegrasi strategi blackjack volatilitas mahjong wins 3 pragmatic sweet bonanzadialektika probabilitas analisa presisi pola mahjong ways 2 pgsoft integrasi strategi roulette wild west goldrekayasa peluang cara membedah strategi mahjong wins 3 pragmatic sugar rush kalkulasi taktis sv388analisis lonjakan scatter mahjong wayspsikologi kontrol blackjack digitallogika sinkronisasi simbol high payfenomena latency period kasino onlinestudi komparatif probabilitas pg softnavigasi sesi stabil mahjong waysevolusi retensi pemain mahjong ways 2mekanisme fluktuasi intensitas tumblekorelasi ritme putaran respons scattermetrik performa mahjong wins digitalanatomi titik balik kemenangan aimekanisme kombinasi langka mahjong waysarsitektur game digital teori probabilitasrasionalisasi rtp 99 persen simulasi datastruktur aktivasi tumble berantaiaabacbabbbcccacbddadb Top