Loading...

22 Jun 2026 01:36

Advertising & Marketing

Trust in data varies across marketing disciplines

Trust in data varies across marketing disciplines

Trust in data varies across marketing disciplines

Trust in data varies across marketing disciplinesKantar 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.

(Visited 2 times, 1 visits today)
peri hokiperihokiduta 76AWSBEThttps://sintnicolaasschool.com/https://abc1131aa.com/kincir88cakar76Slot mahjonghttps://www.abc1131.it.com/Gerakan99Era77stc76duta76duta76 loveduta76 careduta76bduta76 sejiwaduta76 lokasiterdekatduta76 africafuelduta76 oscarmykeduta76 naptimepkduta76 daikinduta76 raes-munichduta76 destyduta76 bio-linkduta76 lynkduta76 heylinkduta76 bioduta76 radarkeduWar138navigasi rtp live eksploitasi peluang taktik mahjong wild deluxe analisa dadu sicbo strategi gates of olympusanalisa komprehensif rtp live pola algoritma strategi mahjong ways 2 pgsoft taktik baccarat teknik starlight princessoptimasi presisi analisa strategi blackjack teknik membaca pola mahjong wins 3 taktik peluang rtp live sweet bonanza pragmaticdekonstruksi peluang taktis strategi analisa roulette pemetaan pola mahjong ways 2 pgsoft teknik membaca rtp live wild west goldeksekusi taktis analisa probabilitas strategi komprehensif sv388 teknik membaca peluang blackjack pola mahjong wins 3 pemetaan rtp live sugar rushstrategi rasional baca rtp live analisa pola gates of olympus taktik sicbo teknik mahjong wild deluxe jitutaktik eksekusi presisi sinkronisasi analisa rtp live pola mahjong ways 2 pgsoft teknik baccarat kuantitatif peluang starlight princesseksploitasi algoritma analisa strategi taktis menaklukkan blackjack pemetaan pola mahjong wins 3 teknik rtp live sweet bonanza pragmaticmetodologi optimasi peluang analisa teknik roulette klasik taktik pola mahjong ways 2 pgsoft strategi rtp live wild west goldanalisa matriks peluang sinkronisasi teknik blackjack taktik sv388 strategi pola rtp live mahjong wins 3 sugar rush pragmatichttps://www.thewayofthespirit.com/contact/kalkulasi taktik cerdas strategi peluang sicbo teknik pola mahjong wild deluxe analisa rtp live gates of olympusdekonstruksi varians strategi pola mahjong ways 2 pgsoft analisa peluang baccarat taktik teknik rtp live starlight princesseksekusi silang taktik teknik strategi blackjack analisa pola mahjong wins 3 pragmatic peluang rtp live sweet bonanzaformulasi taktik peluang roulette analisa pola mahjong ways 2 pgsoft teknik jitu strategi rtp live wild bounty hunternavigasi probabilitas analisa pola mahjong wins 3 pragmatic taktik peluang blackjack strategi sv388 teknik rtp live sugar rushalgoritma menang taktik mahjong wild deluxe peluang sicbo analisa pola gates of olympusanalisa rtp live peluang teknik mahjong ways 2 pgsoft baccarat starlight princessbedah peluang rtp live teknik transisi blackjack sweet bonanza mahjong wins 3 pragmaticeksekusi taktis data peluang roulette teknik wild bounty hunter rtp live mahjong ways 2 pgsoftdekonstruksi multi disiplin strategi blackjack peluang sv388 teknik sugar rush pola mahjong wins 3taktik sinkronisasi strategi mahjong wild deluxe teknik analisa peluang dadu sicbo pola rtp live gates of olympusdekonstruksi algoritma strategi analisa peluang baccarat taktik teknik pola mahjong ways 2 pgsoft rtp live starlight princesseksplorasi metrik teknik analisa peluang blackjack strategi pola mahjong wins 3 pragmatic taktik rtp live sweet bonanzametodologi eksekusi analisa peluang roulette teknik pola mahjong ways 2 pgsoft taktik strategi rtp live wild west golddiversifikasi taktik analisa peluang sv388 blackjack teknik strategi pola rtp live mahjong wins 3 pragmatic sugar rushevaluasi strategi silang taktik pola mahjong wild deluxe analisa peluang teknik sicbo rtp live gates of olympusintegrasi taktik komprehensif strategi peluang baccarat analisa teknik pola mahjong ways 2 pgsoft rtp live starlight princessarsitektur presisi teknik taktik peluang blackjack analisa strategi pola mahjong wins 3 pragmatic rtp live sweet bonanzasinkronisasi empiris taktik peluang roulette teknik analisa pola mahjong ways 2 pgsoft strategi rtp live wild west goldkalibrasi strategi teknik analisa peluang blackjack sv388 taktik pola rtp live sugar rush mahjong wins 3 pragmaticperubahan pola mahjong ways dipicu scatter wildcerita mahjong berkat scatter wild mendadakcerita spin mahjong berawal tak terdugakeheningan awal spin scatter hitam mahjongkisah putaran mahjong ways drastis scatterawal putaran mahjong karena scatter wildawal putran mahjong scatter wild layarketika scatter wild pola awal mahjong waysperubahan arah mahjong ways hadirsimbol awal mahjong wins arah scatter hitammahjong ways sekarang menggunakan server khusus menjadi mudah menanglangkah menang otomatis main mahjong dalam jumlah besarrahmat pastikan raih jackpot mahjong ways 2 dengan cepatnavigasi volatilitas analisa pola mahjong wild deluxe taktik dadu sicbo strategi peluang jitu gates of olympus teknik rtp livesinergi lintas mekanik analisa pola mahjong ways 2 pgsoft teknik taktik baccarat strategi peluang rtp live starlight princesskalibrasi volatilitas strategi taktik blackjack analisa pola mahjong wins 3 pragmatic teknik peluang rtp live sweet bonanzasekuensi matematis analisa taktik roulette strategi pola mahjong ways 2 pgsoft teknik peluang rtp live wild bounty huntermatriks mitigasi variansi analisa teknik sv388 taktik blackjack strategi peluang pola mahjong wins 3 pragmatic rtp live sugar rushmetodologi kuantitatif taktik sicbo analisa pola mahjong wild deluxe teknik strategi peluang gates of olympus rtp livedekonstruksi variansi analisa teknik baccarat strategi pola mahjong ways 2 pgsoft taktik peluang rtp live starlight princessoptimalisasi kapital taktik blackjack strategi pola mahjong wins 3 pragmatic analisa teknik peluang rtp live sweet bonanzaavigasi agresivitas strategi pola mahjong ways 2 pgsoft analisa taktik roulette teknik peluang rtp live wild bounty hunterkonvergensi sistemik taktik blackjack teknik sv388 penyeimbang strategi pola mahjong wins 3 pragmatic analisa peluang rtp live sugar rushsinergi probabilitas teknik rtp live gates of olympus analisa pola mahjong wild deluxe strategi taktik peluang dadu sicbopemetaan algoritma integrasi teknik baccarat strategi pola mahjong ways 2 pgsoft analisa taktik peluang rtp live starlight princessarsitektur matematis analisa taktik blackjack strategi pola mahjong wins 3 pragmatic teknik peluang rtp live sweet bonanzaanalisa algoritma hedging strategi roulette pola mahjong ways 2 pgsoft teknik taktik peluang rtp live wild bounty huntersekuensi profit multivariabel strategi pola mahjong wins 3 pragmatic sugar rush rtp live analisa taktik blackjack teknik peluang sv388analisis komparatif perilaku sistem mahjong wins 3 scatter hitam wild tengah pergeseran rtp dinamikaanalisis matriks probabilitas mahjong ways 2 akumulasi simbol emas dampak rtp teoretis dinamika datamanajemen risiko sv388 dinamisscatter hitam wild mahjongtinjauan teknis algoritma pemetaan spasial gates of olympus anomali rtp pada struktur grid digitalpemetaan peluang adaptasi analisa pola rtp live taktik teknik strategi mahjong wild deluxe gates of olympus dadu sicbometodologi hibrida teknik peluang baccarat analisa pola rtp live starlight princess strategi taktik mahjong ways 2 pgsoftdinamika volatilitas probabilitas strategi analisa peluang roulette teknik taktik pola rtp live mahjong wins 3 wild west gold pragmaticeksekusi data pro teknik analisa peluang sv388 roulette taktik strategi pola rtp live sugar rush mahjong ways 2 pgsoftanalisa peluang strategi silang pragmatic mahjong wins 3 blackjack sugar rush taktik sv388masterclass algoritma strategi komprehensif peluang dadu sicbo analisa pola rtp live teknik taktik mahjong wild deluxe gates of olympuskalkulasi probabilitas manajemen risiko strategi pola rtp live mahjong ways 2 taktik analisa starlight princess teknik peluang baccarattaktik hibrida teknik ekstraksi strategi peluang roulette analisa pola rtp live pragmatic mahjong wins 3 wild west goldmenguasai momentum analisa peluang roulette taktik sv388 teknik pola rtp live strategi mahjong ways 2 pgsoft sugar rushteknik sinkronisasi pola rtp live pragmatic mahjong wins 3 sugar rush blackjack sv388teknik observasi analisa volatilitas taktik pola rtp live gates of olympus mahjong wild deluxe strategi peluang dadu sicboanalisa peluang transisi pro pola rtp live mahjong ways 2 pgsoft starlight princess teknik strategi taktik baccaratmasterclass transisi permainan analisa strategi rtp live mahjong wins 3 taktik pola wild west gold teknik peluang roulette pragmaticekstraksi nilai makro taktik peluang sv388 roulette teknik analisa strategi pola rtp live mahjong ways 2 pgsoft sugar rushtaktik pro analisa peluang pragmatic mahjong wins 3 sugar rush sv388 blackjackbedah teoretis jaringan sistem mahjong waysimplikasi sosial konten mahjong wins 3 indonesiakalkulasi matematika game rtp mahjong ways 2lonjakan arus data konfigurasi sistem adaptifpergeseran kultur rekreasi digital mahjong ways Top