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    ANA Marketing AccountabilityTask Force Findings

    October 8, 2005

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    Table o ContentsPurpose and Background ................................................................................................................2Summary and Conclusions ..............................................................................................................4Approach and Methodology .............................................................................................................5Accountable For What .....................................................................................................................6The Culture o Accountability ...........................................................................................................9Denition and Types o Metrics ......................................................................................................Metrics Maturity Model ..................................................................................................................3Emerging Characteristics o Current Best Practice .........................................................................6Metrics Are Not Enough ................................................................................................................2About EMM Group, Inc. ................................................................................................................23Contact Inormation.......................................................................................................................23Bibliography: Marketing Metrics Resources and Reerences ..........................................................24Appendix ......................................................................................................................................26

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    Background

    In a January 2005 ANA survey o senior

    marketers, accountability was listed as their

    number one issue. Work in this area has

    been and is a key initiative o the ANA and to

    respond to the concerns o its members, the

    ANA convened a marketing accountability

    task orce. The purpose o the task orce was

    twoold: () to review current best practices

    used by ANA member companies to improvetheir marketing accountability; and (2) to

    provide a practical catalog o accountability

    metrics used by industry practitioners rom

    which marketers may choose those appropriate

    to their unique situation.

    Twenty ANA member companies participated

    in this task orce and we are indebted to them

    and their representatives or sharing their

    accountability experiences, their organizational

    issues, successes and challenges. The act thatcompanies o this caliber and people suering

    rom permanent calendar-overload took the

    time to participate is testimony to the urgency

    and timeliness o the subject. We thank the

    ANA Board o Directors, currently chaired by

    Jim Stengel, Global Marketing Ocer, Procter

    & Gamble, or their invaluable input into this

    project.

    Lastly, the ANA thanks Gordon Wade, FoundingPartner o the EMM Group, or his tenacity,

    enthusiasm and skillul leadership o this task

    orce.

    We hope this report contributes to making

    marketing more accountable so that

    consumers and customers have an enhanced

    sense o value, protable brands may fourish,

    shareholders may be enriched and marketing

    proessionals may see their chosen proession

    recognized or its irreplaceable contribution toour economy and culture.

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    Every other unction is held accountable

    or its return on investment. No longer

    can marketing expect a ree pass

    rom management and shareholders.

    Marketing is competing with every other

    unction in the company or a limited pool

    o shareholder dollars. I this unction

    alone cannot or will not prove its relativeeciency, management will not keep

    eeding the beast.

    Management has no other place to

    turn or additional savings. Every other

    unction has been six sigmaed and

    TQMed into ghting trim. Management

    believes the supply chain has no more

    slack. Management believes operations

    are wound tight. The view rom the corner

    oce sees the marketing unction as thelast grape with any juice let unsqueezed.

    Marketing can be measured more

    precisely today than in the recent past.

    The confuence o a torrent o data,

    powerul hardware and agile sotware

    has totally changed the measurement

    environment. Marketing can no longer

    claim with any credibility that its

    eectiveness cant be measured. Relatively

    precise results rom new marketingalternatives such as the Internet, have

    ed managements desires to understand

    the relative eciency o all marketing

    expenditures. Ignorance o the law o ROI

    is no longer an eective deense.

    .

    2.

    3.

    Study participants reveal several trends that have coalesced tocreate intense interest in marketing accountability

    Marketers know they cannot ulll their

    role as drivers o growth and as satisers

    o consumer needs unless, and until, they

    prove the worth o their unction.

    Marketers are beginning to understand

    embracing accountability has its rewards

    as well as challenges. With the appropriatemetrics rom a robust accountability

    initiative, marketers can now optimize

    expenditure choices across the entire

    spectrum. Instead o wondering which hal

    o last years expenditures were wasted,

    marketers can determine how to make

    virtually all o next years dollars count.

    The ocus on accountability has an ethical

    aspect. Many marketers understand

    that marketing unds arent theirs.They understand these unds belong to

    shareholders who have a right to expect

    more proessional stewardship o their

    unds.

    Lastly, some marketers are beginning

    to abandon the historic deense that

    marketing is an art which cannot be

    measured, only appreciated, like a ne

    wine or an evocative perume. The modern

    marketer is beginning to see marketing asa process with measurable inputs and

    outputs producing reliable, repeatable

    results. The process approach which

    revolutionized the supply side has nally

    come to the demand side.

    4.

    5.

    6.

    7.

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    Accountability is more dependent

    upon corporate conviction than upon

    algebra on steroids. Create a culture

    o accountability.

    Marketing should aggressively

    embrace the responsibility or the

    short-term ROI o its expenditures

    and go beyond to demandaccountability or nurturing brand

    equity, the single most valuable asset

    o any company.

    Measuring marketing ROI can be

    done with signicant accuracy but

    it takes process, determination, and

    money. No magic bullet exists but

    the capability to measure upwards o

    90% o what most companies spend

    on marketing is available today.

    Superior metrics will not in-and-o-

    themselves deliver superior marketing

    results dened as robust brand equity

    leading to volume and prot growth.

    Metrics are a thermometer, a simple

    but powerul diagnostic tool. No one

    was ever cured by a thermometer

    and marketing will not be cured

    by metrics. The cure demands

    a rigorous end-to-end marketingprocess within which metrics play the

    same critical role they played in Dr.

    Demings total quality reormation o

    the supply side.

    Summary and Conclusions

    Every business vertical, indeed every

    company, will have unique metrics

    dependent upon what management

    expects marketing to deliver. Start

    by understanding managements

    strategic expectations o marketing,

    and then measure that.

    A best practice metrics prolehas emerged along with a metrics

    maturity model. Each company

    should measure itsel against this

    prole and maturity model.

    Although a precise map remains to

    be delineated, the view rom dierent

    peaks on the analytical landscape

    clearly shows the way to the land

    o superior nancial outcomes goes

    through brand equity and leads tobrand loyalty. Once bound to a brand

    by a combination o brand experience

    and emotional benets, consumers

    are willing to reward brand owners

    with higher margins or each

    individual purchase occasion, oten

    or a lietime.

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    This project began with a sharing meeting o a

    group o companies held at Procter & Gamble

    in September, 2004. The meeting revealed the

    diversity o practical challenges aced by dierent

    verticals. An especially obvious dierence was

    that between business to business (B2B) and

    business to consumer (B2C) companies. The

    key driver o dierence among the verticals is the

    availability o reliable, granular, malleable andrelevant data. Some verticals, such as consumer

    packaged goods and consumer nancial

    services, are awash in a tsunami o data. For

    them, the challenge is merely organizing the

    data upon powerul sotware platorms permitting

    sophisticated analytics limited only by the

    analysts imagination. Other verticals had unique

    sources o data and unique expenditure options

    enabling and requiring unique metrics.

    For that reason, beginning in May, 2005,we invited a diverse group o companies

    representing numerous verticals in both

    B2C and B2B, to join the ANA marketing

    accountability task orce. The companies who

    chose to participate, were a diverse group which,

    taken together, oered a 360 degree view o

    the opportunities, challenges and alternatives to

    enhancing marketing accountability.

    We asked the companies to ll out a short

    survey primarily to orient the study organizerstowards areas o specic interest. Then we

    had conversations with representatives o

    the participating companies to clariy our

    understanding o the state o accountability.

    Ater these conversations, we collected internal

    scorecards as well as other internal documents

    relevant to the subject.

    Then we searched the Internet to identiy

    white papers, monographs and journal articles

    dealing with the broad subject o accountability.

    Suce it to say that this subject has generated

    lots o interest rom a broad variety o industry

    participants ranging rom various marketing

    trade organizations, academics, consulting rms

    and more than a ew practitioners. We have

    included some o the more helpul articles in thebibliography o this report. Where we can identiy

    a specic original source or a concept or idea

    (like net promoter score) we have provided

    specic attribution. We readily acknowledge

    that the overwhelming percentage o the

    concepts have emerged over the years rom the

    work o countless pioneers and practitioners

    too numerous to identiy and in most cases

    anonymous.

    One thing is certain, the work in this studydraws rom many sources, most importantly the

    contributions o the participating companies. We

    wish to acknowledge them all even i it must be

    done as a group rather than individually.

    Approach and Methodology

    One group who deserves special mention is thethird-party marketing services providers such asresearch houses, advertising agencies and the like.These proessionals oten lead the way in developingnew techniques to measure accountability and ROI.Two rms specically were quite helpul, MarketingManagement Analytics (MMA) and the AdvancedTechnology Group (ATG) o the media buying giant,Mindshare. Each group was careul to sit through theirvast experience, remove any client specic detail andthen summarize their ndings or our study team. Wedeeply appreciate their help.

    It should go without saying that the authors o this summary

    report accept accountability or any errors in act or conclusion.

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    Accountable For What

    Much o the discussion around marketing

    accountability is ocused intently around ROI or

    ROMI, the return on marketing investment. This

    ocus, some would say obsession, refects an

    understandable desire or a one-number metric

    that puts marketing on the same evaluative

    standard as all other business expenditures.

    The reasoning goes that i marketing can

    provide reliable standard ROI gures or eacho its expenditures, top management will then

    be enabled to deploy capital eciently among

    the various competing demands or corporate

    resources such as buildings and grounds, capital

    equipment, research, operations, and marketing.

    The problem with the ROI ocus on specic

    marketing line items is that these expenditures

    aect a very small percentage o the companys

    volume even in the short-term. For most

    companies in almost every vertical, marketerscould spend zero dollars over the next twelve

    months and the company would still generate

    sales rom what the analysts call carry over or

    base line. The table below shows that or most

    companies the expenditures being measured

    eect about 20 to 25% o next years sales and

    the carryover is 75 to 80% or more. Whats this

    so called carry over? Whos accountable or that?

    During our discussions with the participating

    companies, one o the representatives put the

    question quite artully: I know that this years

    expenditures aect only a small portion o next

    years sales. I know that we have carryover.

    What I want to know is how much each short

    term marketing expenditure contributes to

    long-term carryover.

    The technical answer to her question is

    contained in the box below:

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    For what should marketing be accountable?

    For the short-term response to this years

    expenditures? Or or something qualitatively

    dierent and more undamentally important? Is

    there something o permanent value or which

    marketing is responsible beyond the short-term

    return on a ew line items in the budget?

    The table below attempts to provide ananswer by looking beyond the annual income

    statement to shareholder value as measured

    by Wall Street. For most companies, total

    shareholder value could be deconstructed into

    three components:

    But she is actually asking a more proound question:

    () the book value o the corporation, the hard

    assets such as buildings, capital equipment

    and cash; (2) the adjusted net present

    value o this years prots and then (3) the

    dierence between those two amounts and

    the total value o the company represented

    by share price multiplied by the number

    o shares outstanding. That dierence or

    most companies turns out to be a airly largenumber, something in the range o 35 to 50%

    o total shareholder value.

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    is responsible (or should be responsible) orunderstanding consumer needs, acilitating

    development o critical unctional and

    emotional attributes and positioning the brand

    with consumers.

    So when critics and colleagues demand that

    marketing be accountable: a air retort is

    accountable or what? The answer should be

    that marketing is accountable or eciently

    building long-term brand equity.

    Thereore, any marketing accountability

    project has to respond to the returns on short-

    term expenditures but even more importantly

    or the eect that any marketing expenditure

    has upon those perceptions o the brand that

    drive the rational and emotional loyalty to a

    brand that we oten perceive as brand equity

    As marketers we should accept the

    responsibility or prudent investment o this

    years budget while reminding management oour responsibility or building long-term brand

    equity, a responsibility o ar greater value to

    the shareholder.

    Economists call that large somewhatmysterious value by several names: things

    such as intangible value, market eects or

    good will. Some call it brand equity because it

    represents the belie that investors have in the

    long-term prot-generating value o the brand

    behind the stock ticker symbol. Whatever one

    calls that dierence number; everyone agrees

    that it is tied to an expectation driven by a

    series o rational and emotional belies about

    the uture perormance o the company. One

    might even suggest that it is related to thecarryover a company will get in the absence

    o any short-term marketing expenditure. Its

    the loyalty the company has earned with a

    core group o customers who preer the brand

    because o the value stored in their minds rom

    positive brand experiences, impressions and

    promises.

    The question remains, who owns this enormous

    component o shareholder value, or equity?

    Certainly the CEO is ultimately responsible oroverall shareholder value but marketing can

    and should accept a major responsibility or

    that intangible because it is marketing which

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    The Culture o Accountability

    Metrics, and the accountability they imply,

    create problems in all unctions within all

    company cultures. Metrics and marketing

    is an especially volatile mixture because

    the marketing unction has had ew metrics

    in the past and other metrically dense

    unctions within the company are deeply

    suspicious about marketings sudden oxhole

    conversion to the discipline o metrics. Addin the assumption within marketing itsel that

    metrics are directly connected to personal

    compensation and career advancement then

    one has the recipe or major cultural push

    back.

    Nothing emerged quite so clearly rom our

    discussions with study participants as the

    cultural impedimenta associated with metrics

    and accountability. Indeed, several participants

    voiced the opinion that unless a companycreated a culture o accountability, no amount

    o analytical artice would succeed. Marketers

    must WANT to be measured, must embrace

    accountability or even the most artully

    designed metrics program will ultimately ail.

    According to study participants, three

    conditions seem essential to creating this

    culture o accountability:

    Leadership rom the top. Unless top

    management demands accountability

    and helps resolve disagreements among

    competing approaches to accountability,

    the culture will reject metrics or simply

    reeze in place. I management is unhappy

    with the pace o cultural accountability, the

    rst place to look is the mirror;

    Inclusivity. Metrics can not be successully

    deployed by or within one unctional

    silo. By their very nature, metrics have a

    transunctional intercompany signicance.

    Unless various unctions within the

    corporation such as nance, operations,

    business inormation and HR are aligned,

    the entire edice o metrics will collapse;

    and

    Process. The key to creating culturalbuy-in is an inclusive process that creates

    condence in the numerical accuracy

    and relevance o the metrics as well as

    their perceived airness and comparability.

    Please see the brie discussion in the inset

    box regarding a metrics process on the next

    page.

    .

    2.

    3.

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    () it aligns the marketing

    metrics with other

    corporate stakeholders in

    the larger accountability

    culture thereby enhancing

    marketings credibility

    within the company; (2) it

    ocuses the company onmanagements expectations

    or the marketing unction;

    (3) it ties marketings

    metrics into the larger

    business planning process

    so that the company

    provides the resources

    which are required to meet

    the expectations embodied

    in the metrics; and (4)

    it mandates sharing omarketings progress with

    the larger internal corporate

    stakeholder group thereby

    providing visibility to

    marketings contributions.

    Using metrics developed

    rom a sub-process such

    as this to knit together a

    larger end to end marketing

    process is one o the

    principal hallmarks o a

    best practice marketing

    unction.

    The chart below outlines a metrics development and embedment process.Following a process such as this accomplishes several critical objectives:

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    Defnition and Types o Metrics

    In any discussion o a complex subject, some

    conusion is introduced by the use o words

    which understandably have dierent meanings

    to dierent people. This requires that we

    occasionally stop to dene terms which are

    regularly used in any accountability discussion.

    Words such as measure and metrics have two

    have importantly dierent meanings.

    A measure is a one-number act such as 00

    miles or 5 gallons. A metric is almost always some

    combination o measures that permit an analysis

    or a conclusion. For example, I drove 00 miles

    and used 5 gallons o gas thereore I got 20 miles

    per gallon. 20 miles per gallon is a metric. I I

    paid $3 per gallon or that gas, my cost per mile

    (another metric) was 5 cents. With this data I

    can benchmark the eciency o other cars, o

    types o gas and perhaps even o personal driving

    styles.

    Many dierent kinds o metrics exist. One type

    is an input metric. In marketing, a well known,

    requently quoted metric is the cost per thousand

    viewers o a specic media buy. e.g. we spent

    $20 per M target viewers. This is a classic input

    metric.

    A second type o metric is an intermediate

    metric, a calculation along a stream o inputs

    and outputs which measures some sort o resultbut not an ultimate result. Awareness metrics

    are classic intermediate metrics. We know that

    investment A generated more awareness than

    investment B and that has some value. What

    we dont know is the eect or outcome o that

    awareness on behavior. That takes us to the third

    type o metric, an output metric.

    A classic output metric produced by market

    mix modeling is that or every one dollar invested

    in night network TV, a brand generated $2.50 in

    incremental prot or an ROI o $2.50.

    Another caveat relates to the time period

    represented by the metric. Most are remarkably

    short-term in nature, even though everyone

    recognizes that many marketing expenditures,especially advertising, may attract a new loyal

    customer who creates a stream o prot or

    decades. To counterbalance the renzied ocus

    on the immediate, an understandable response

    to Wall Streets incessant demands or quarterly

    earnings, some marketers are beginning to

    develop metrics around the lietime value o

    consumers and customers. This is a useul and

    revealing concept except in a ew industries

    where purchase cycles and decision processes

    negate its value (e.g. power generation dynamos).

    Another denitional distinction involves attitudes

    versus behaviors. The purpose o marketing is

    changing attitudes. The purpose o changing

    attitudes is changing behaviors. Not surprisingly,

    metrics come in two favors, those that measure

    attitudes and those that measure behaviors. Most

    non-marketers (such as CFOs) preer behavioral

    metrics, an understandable bias. Most marketers

    spend lots o time looking at various kinds o

    attitudinal metrics because they believe thatattitudes drive behaviors, another understandable

    bias.

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    Much o the exciting, breakthrough work inmarketing metrics today is being done at the

    rontier where attitudes transorm into behaviors.

    Sophisticated analyses measure which attitudinal

    drivers change brand preerence and link to a

    purchase change. From there, it is a ew short

    steps back up the marketing value stream

    to identiy which investments change which

    attitudes the most ecaciously.

    Some o our study participants are enabled to

    do this today primarily because o the elicitousconvergences o attitudinal and behavioral data

    rom identical sources.

    Just as some metrics address attitudes and

    other behavior, metrics also occur at dierent

    points on the marketing value chain. One o the

    objectives towards which marketers are graduallyadvancing is identiying key metrics or virtually

    every marketing decision rom customer insights,

    where all successul marketing begins, to some

    o the more ephemeral areas o endeavor such as

    public relations and product placement in a TV

    show.

    One intriguing variant o this longitudinal

    search or metrics that interconnect across a

    demand creation chain is the identication o

    purchase decision unnels in industries such aspharmaceuticals, insurance and autos. In these

    industries, marketers are looking at each level in

    the purchase decision unnel to tease out the ROI

    o marketing eort to see which alternative works

    more eciently at each level in the purchase

    decision process.

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    Metrics Maturity Model

    We speak o accountability as i it were a state

    o being much like hypnosis. Accountability

    is actually a journey which has many stations

    along the way. When evaluating your companys

    unique location on the journey, marketers may

    nd it useul to review the emerging metrics

    maturity model show below.

    That model has our major axes:

    Data;

    Analytics;

    Culture, and

    Process embedment. Each deserves a brie

    discussion.

    .

    2.

    3.

    4.

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    Data Accountability implies quanticationand quantication implies data, most

    desirably time series data, permitting

    sophisticated analytics. Data is so basic that

    it becomes a critical actor in determining

    how accountable any marketer can

    be. One o the major problems or many

    marketers, especially B2B marketers is

    the paucity o data directly connecting

    marketing expenditure to a shit in attitudes

    or behavior. This inhibits the development o

    accountability. But there is light at the end othe tunnel. The Internet is now enabling the

    capture o survey data at levels o granularity

    previously not aordable. This oers

    marketers, especially B2B marketers a new

    way to capture the data needed to create

    metrics and establish their accountability.

    At the other end o the data spectrum

    are companies with astounding levels o

    transaction data captured at the level o

    the individual customer. In these ortunateverticals, this data becomes o enormous

    value when it is mounted upon a sotware

    platorm permitting manipulation through

    one o the online analytical processing

    tools (OLAP). These tools enable a level o

    analysis only dreamed about as recently as a

    decade ago.

    Metrics and Analytics The confuence

    o masses o time series data, powerul

    computer hardware and agile sotwarehas enabled a revolution in analytical

    sophistication. Unortunately many

    marketers have not advanced past the use

    o virtually useless marketing input data

    (e.g., cost per 000 impressions down

    0% versus last year!). At the opposite

    end o the spectrum are companies with

    .

    2.

    market mix analytics embedded in real-timemarketing spending models permitting rapid

    changes in marketing spending by target

    consumer and marketing element. Some

    are experimenting with advanced analytical

    techniques such as agent based modeling

    that permits the use o non-time series data

    and oten uncovers emergent behaviors

    not revealed by conventional multi-variant,

    market mix modeling.

    Still urther out are marketers trying tomeasure the value o new permission based

    media, the relative engagement value o

    one medium versus another and the ROI

    o emotion versus rationally-based ad

    copy appeals. Some o these issues are

    in their early stages o understanding but

    creative marketers are making progress in

    all these areas. (Please see below or a brie

    discussion o engagement.)

    Engagement Metrics

    Marketers are attempting to develop metricsaround engagement, the capability o a marketinginvestment, most typically an advertisement osome type, to capture and retain the attention o aconsumer in a avorable manner. Many academicand commercial third parties are addressing thissubject primarily because o the concern over wastedad investment against todays harried, multi-taskingconsumer. Work in this area, some o it by an ANAcommittee, is on going and will unquestionablyevolve over time.

    At present, the most mature approach toengagement seems to be one developed by a thirdparty commercial rm located in Nicosia, Cyprus,Integration-imc. Their model develops engagementmetrics around brand experience points andbrand experience shares which appear to havesome predictive value. We have not included theirmetrics in this paper because they are proprietary toIntegration-imc.

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    Culture We spoke above about theculture o accountability in which marketers

    not only expect to be measured but demand

    it. In these cultures, accountability is so

    deeply ingrained that an attempt is made

    to measure virtually all expenditures with

    metrics recognized company-wide. At the

    other end o the spectrum are companies

    where metrics are owned by Finance or

    created intermittently according to standards

    separate or each SBU or operating

    location. In these immature organizations,metrics becomes part o a game aimed at

    avoiding serious accountability. Between

    these extremes are organizations who

    struggle to establish air and sustainable

    metrics understood as such by all the key

    departments across all SBUs.

    Process Embedment A key to creating

    a culture o accountability is a process that

    enrolls key members o the organization

    3.

    4.

    to develop air measures which can besustained over time. In the immature

    organization, no metrics process exists.

    Individual departments or even managers

    create measures without attaining the

    organizational input rom experts in nance,

    IT, operations and market research who

    are oten critical to the development o a

    serious metrics eort. By contrast, mature

    organizations have a robust metrics process

    which involves key stakeholders and takes

    pains to integrate marketing metrics intoan overall balanced corporate scorecard

    approach which gets wide visibility across

    all SBUs and unctions. A critical objective

    o the process is to provide marketing

    metrics with the same credibility that is

    accorded metrics in operations, nance and

    manuacturing.

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    Emerging Characteristics o Current Best PracticeShown below are the emerging characteristics o current best practice.

    A culture o accountability We have

    discussed this above but it is so basic it

    needs to be re-iterated here. Best practice

    companies embed accountability into their

    culture. Leadership must demand it and

    marketers should welcome it.

    An inclusive process Another basicand complementary characteristic o

    accountability. A top-down endorsed,

    inclusive process insures metrics that are

    more credible across the all unctions within

    the company.

    Metrics tied to strategic expectations

    Metrics must be tied to managements

    expectations about marketing and to

    company strategy. I management expects

    marketing to build brand equity thenmeasures that. I delivering sales prospects

    is important, measure that. I increasing

    the lietime value o customers is important,

    measure that. Do not try to build a dashboard

    with ty dials and dropdowns. Focus on what

    management expects rom marketing. Please

    see the Appendix to this report or a catalog o

    metrics by strategic intent.

    Measures o marginal productivity

    Optimizing marketing ROI requires marketersto measure not only the average ROI o an

    expenditure but also the ROI o the last dollar

    invested behind marketing vehicle A. Unless

    marketers understand the slope o the yield

    curve by expenditure type, one cannot know

    the point at which expenditure must be

    shited rom vehicle A (e.g., TV) to vehicle

    B (e.g., magazines). Third-party providers

    understand this issue well and are prepared

    to address it.

    Optimization modeling The calculations

    on marginal ROI developed by what

    is commonly reerred to as market

    mix modeling is necessary to drivemathematical models that optimize

    marketing spending. These sophisticated

    sotware enabled models are oered by

    third-party providers but many companies

    create their own using o-the-shel

    sotware or licensed proprietary sotware.

    These models represent a quantum leap

    in marketing eciency and are correctly

    viewed as one o the two or three major

    developments in the history o marketing.

    Experimental design This relatively new

    testing design protocol enables marketers

    to optimize an individual marketing

    program (such as a direct mail campaign)

    which may have dozens o independent

    variables producing thousands o potential

    combinations. Using proven mathematical

    techniques, experimental design enables

    marketers to winnow down a eld o dozens

    o variables to the small combination o

    alternatives that produce the optimal result.

    Lietime value o a customer Many

    measures o marketing ecacy tend to

    be short-term in nature i.e., the revenue

    generated over the next 2 months by a

    specic expenditure. Given the unortunate

    ocus on short-term results rom Wall

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    Street, such myopia is to be expected i notdesired. But, consumers have needs which

    sometimes last or decades and thereore

    some brand owners nd it desirable even

    necessary to compute the lietime value o

    a customer. This measure helps companies

    calculate how much to invest to convert a

    customer to a brand. A longer-term ocus

    casts a more avorable light on conventional

    advertising which oten shows a negative

    ROI in the short-term but a positive ROI

    when that advertising is given credit orthe long-term revenues generated by a

    loyal customer attracted by the advertising.

    Lietime value measures are particularly

    valuable in many business verticals such as

    nance, insurance and CPG. By contrast, this

    calculation probably has little value in some

    long purchase cycle categories (e.g., power

    generators). In most instances, however, the

    LCV calculation is worth the time it will take

    practitioners to develop a set o assumptions

    and accounting conventions necessary toproduce the measure.

    ROI down a transaction unnel Many

    practitioners, especially those in considered

    purchase categories such as automotive,

    insurance and pharmaceuticals, have

    identied a purchase-decision pathway or

    decision unnel, through which the consumer

    traverses on the way to a nal decision. These

    leading edge practitioners nd dierent ROIs

    o eort at dierent stages in the decisioncycle and dierent response to dierent

    marketing interventions at the same stage in

    the cycle. This discovery raises a larger related

    question regarding the ROI o expenditures in

    the overall marketing process prior to these

    relatively transparent expenditures on specic

    media. For example, everyone recognizes

    the value o a consumer insight thatprovides a proound competitive advantage.

    How do we determine the ROI o our

    market research expenditures? Packaging

    expenditures? Promotional signage at retail?

    Sales collateral?

    Factors contributing to brand equity

    enhancement and market share growth.

    Many marketers use brand tracking

    studies to ascertain perceptions o the brand

    across a battery o emotional and unctionalbenet characteristics. Leading-edge

    marketers have gone beyond to understand

    what actors are driving brand equity, brand

    preerence and market share. They then

    design their marketing plan to change the

    attitudes and behaviors around the actors

    driving overall brand equity and brand

    share.

    The chart below shows how one marketer canprove that increases in brand equity are directlyassociated with increases in brand share. Thismarketer is able to deconstruct equity into variouscontribution to preerence drivers and ocus eorton the unctional and attitudinal elements whichare associated with increasing equity and share.

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    Brand equity and brand loyalty links tobrand protability and shareholder value

    Marketings most important long-term

    responsibility is building brand equity.

    Thereore the discussion o accountability

    oten leads to a discussion o the relationship

    between the ROI o building brand equity,

    its eect on protability and ultimately

    on shareholder value. This subject has

    generated numerous academic studies over

    the past decade. A particularly interesting

    study was conducted by Stern Stewart, thedevelopers o the Economic Value Added

    metric or nancial analysis. In this study,

    Stern Stewart linked economic value added

    to aspects o brand equity using the Brand

    Asset Valuator model o Y&R.

    No one study answers these questions

    denitively but our review has identied

    pieces o a mosaic such as the Stern

    Stewart study which clearly suggests higher

    brand equity drives brand loyalty which inturn produces higher margins and greater

    shareholder value. Some leading edge

    marketers are ocusing on developing loyalty

    metrics to help them understand the ROI

    implications o moving customers up rom

    one lower level cohort on a loyalty ladder to

    a higher level cohort or the relative eect o

    one marketing investment against cohort A

    at point B etc.

    Major areas o challenge As a part o ourstudy, we asked participants what issues

    were particularly vexing to them. Some have

    been mentioned elsewhere in this document,

    others are new. Heres a quick enumeration

    and response based on data collected rom

    participants and third-parties such as research

    providers.

    The link between long-term brand equityand the ROI o specic expenditures

    We have discussed this above but

    two other data points need to be added.

    Several third-parties provided evidence

    that it is possible to deconstruct the

    short- and long-term eects o various

    marketing expenditures, i.e., which

    expenditure seem to build longer-term

    equity and which seem to degrade

    it. Without endorsing a method or a

    supplier, suce it to say that this can bedone. To no ones surprise, these studies

    indicate that advertising expenditures

    are more associated with building

    long-term strength while various price

    expenditures may be more ecient

    in the short-term but tend to degrade

    equity longer-term.

    Data Availability This is by ar the

    most universal and rustrating problem

    inhibiting accountability especially inmany B2B verticals. In these verticals,

    companies oten lose track o their

    product in a complex supply chain

    replete with third-party distributors. In

    these situations, marketers have one

    basic alternative get clean data rom

    a new source outside the value chain

    and build metrics around the new

    data. This means collecting customized

    data either rom direct interviews or

    rom one o the relatively new Internet-based panels. This costs money but

    the alternative is to keep spending

    money year-on-year with no idea o

    the relative worth o expenditure A

    vs. B. Any management team that is

    demanding marketing proves its worth

    should have some logical diculty in

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    denying a request or research unds tomeasure that worth. Many companies

    are understandably enamored with the

    simplicity and apparent power o the net

    promoter score metric. We would simply

    point out that one must expend some

    research unds to develop this metric i it

    isnt being provided within some existing

    brand tracker.

    Integrated Marketing Campaigns (data

    clarity) Many marketers report

    problems in deconstructing the eect o

    individual components o an integrated

    campaign involving the use o multiple

    simultaneous marketing channels or

    investments. From a technical analytical

    perspective, this is a common challenge

    to third-party analysts and one which they

    can eectively address.

    The most dicult challenge is when thesecomponents o an integrated campaign:

    (a) Occur perectly co-terminously so

    that analysts cannot use variations in

    timing as an analytical lever; or (b) When

    one o the elements o a campaign is so

    small that the natural variations in the

    data simply overwhelm the reading o

    a component comprising, or example,

    3% o an overall campaign. Under

    these circumstances, analysts can applycertain advanced techniques to provide

    perspective but by ar the most desirable

    path is to prepare or analysis by creating

    test and control groups. The willingness

    to create test and control panels is a

    leading edge indicator o a culture o

    accountability.

    The chart below demonstrates an analysis o anintegrated campaign by MMA. The chart shows therelative contribution o each element o the campaignand goes beyond to estimate the synergy traceableto the combination o elements, i.e. the incrementaleect o the combination above that generated by theindividual elements. In MMAs experience; synergy isrelatively small in most integrated campaigns.

    Innovation et al Some participants

    mentioned diculties in developingmeasures or specic strategic

    responsibilities o marketing. For

    example, one participant mentioned that

    management wanted marketing to lead

    innovation so her department needs to

    advance a metric that would provide insight

    into their perormance in this regard.

    Still others cited competitiveness as a

    marketing responsibility or which metrics

    were being sought, customer centricity

    was still another responsibility or whichsome marketers were looking or metrics.

    This need relates directly to one o our

    principles o best practice, identiying

    managements strategic expectations

    o marketing and developing metrics to

    express progress or lack thereo in the

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    targeted responsibility. In the appendix tothis report we have started the compilation

    o metrics by strategic intent so that

    marketers may begin the process o

    choosing a metric or set o metrics to meet

    their managements expectations.

    The chart below shows the standard ormat

    used to present metrics by strategic intent.

    For example, i management determines that

    marketings strategic intent is to increase the

    overall lietime value o the customer base at thelowest cost in marketing $s, this metric oers

    a way to measure marketings success. This

    approach rewards marketing, especially the

    advertising component or attracting customers

    who contribute prots or years. It also rewards

    selling more product to current customers or

    trading current customers up to higher value

    products.

    Linking metrics to planning A persistent challenge or all marketers is

    linking metrics to the broader process o

    marketing planning. Too many marketers see

    the development o metrics as an end unto

    itsel and have not realized that metrics are

    a component o an overall more advanced

    marketing process. This, in turn, presents

    virtually all marketers with a major challenge

    because they have no well-dened marketing

    process. Thereore even i they have the

    metrics, they are thoroughly bamboozled bywhere and how to use them other than to

    mount them on a dash board and duck.

    Several marketing service companies are

    providing a partial answer via very sophisticated

    computer models that incorporate market

    mix modeling ROIs into real-time budgeting

    models. These sotware-enabled models

    represent a major breakthrough but they deal

    more with the tactical aspects o marketing and

    do not address the more strategic end-to-endmarketing process beginning with consumer

    and customer insights.

    Metrics Defnition Template

    MarketingEciency LCV/ annual marketing cost

    Denition/Calculation

    LCV Current yr LCV yr last yr / mar-keting $s current year

    Source o data Syndicated panel data, companysales records and marketing budgetdata

    Calculation ortechnique

    Compute the aggregate lietime valueo customers in ranchise, subtractlast years value. Divide the dier-

    ence by annual marketing costs

    Verticals whereappropriate

    Valuable across many verticals, B2Band B2C

    Problems orconcerns

    Requires sophisticated calculationregarding customer loyalty decaycurve. LCV not universally appropri-ate

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    Metrics Are Not Enough

    Metrics are not an end unto themselves.

    Metrics play the same role in marketing that a

    thermometer plays in medicine. Although it is a

    powerul diagnostic tool, a thermometer alone

    has never healed anyone. Metrics alone wont

    save marketing. But metrics can be a powerul

    ingredient in an integrated regimen that can build

    brands, drive customer loyalty, and grow volume

    and prots. That overall regimen is a holisticmarketing process that starts by gaining insights

    into the customers deepest needs and moves

    down an orderly path to which each preceding

    step serves as input to the next and all are driven

    by insights, metrics and best practice marketing

    content.

    The process approach described above is

    standard, even required, in virtually every

    other business unction except marketing. The

    extraordinary improvements in supply sideproductivity are directly traceable to the broad

    scale embedment o process advocated by Drs.

    Deming and Juran. Despite the proven value

    o process, marketing remains strangely, some

    would say shameully. averse to process. One

    thing is certain, the same management that today

    is demanding metrics will start demanding a

    serious marketing process tomorrow.

    Get ready.

    In the meantime, use the catalog o metrics

    in the appendix to identiy or suggest an

    appropriate approach or your situation. Start

    by asking your management to identiy theirstrategic expectations o marketing. I its trial,

    choose some trial generating metrics, etc. At

    most companies, management has several

    expectations o marketing ranging rom building

    brand equity to generating trial, spending dollars

    eciently and building a stronger more capable

    marketing resource. Thats why most practitioners

    will want to build a balanced scorecard o

    complementary metrics.

    To acilitate the building o a balanced scorecard,we have labeled the examples by strategic intent.

    The appendix contains more than 50 dierent

    metrics that address dierent strategic intents.

    We hope these samples provide useul input as

    you assemble you scorecard.

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    About EMM Group, Inc.

    EMM Group is the creator o and world leader

    in enterprise marketing management, the

    marketing transormation that combines process,

    best practice marketing content, metrics and

    technology to build strong brands that drive

    growth.

    Our mission is to embed the discipline o

    enterprise marketing management at thoughtleading companies in every business sector

    around the world.

    Our approach is detailed in our book, The New

    Marketing Mission, How Process, Metrics and

    Technology Can Unleash Growth.

    Contact Inormation

    Gordon Wade, Founding PartnerPh: 53.608.946

    E Mail: [email protected]

    Chris Charyk, Metrics Practice Partner Leader

    Ph: 78.929.348

    E Mail: [email protected]

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    Bibliography: Marketing Metrics Resources and ReerencesHere are articles, Web sites, and Blogs we ound helpul when preparing this report.

    Articles:

    Coming Up Short On Nonfnancial Perormance

    Measurement, Ittner & Larcker, Harvard

    Business Review, 2003

    This article makes a compelling case or the

    power and importance o causal modeling

    in the creation o non-nancially orientedmarketing metrics, such as consumer

    attitudinal states.

    Brand Portolio Economics, 2002 Mercer

    Management Consulting white paper

    This article describes a ramework or brand

    portolio management, and outlines an

    analytical approach or assessing brand equity

    and its impact on consumer buying behavior

    The Power o Brand Delivery, McKinsey

    Consulting position paper, 2001

    This paper provides a helpul overview into the

    use o choice-based analytical approaches to

    understanding the drivers o brand equity, as

    an important initial step in the design o brand

    equity metrics.

    Customer Satisaction, Cash Flow &

    Shareholder Value, Gruca & Rego, 2003 MSI

    Working Paper Series

    This article summarizes a study examining the

    impact o customer satisaction on operational

    cash fows. The report attempts to quantiy

    the impact o customer satisaction on the

    magnitude and variability o uture cash fow.

    What Value Marketing? A Position Paper on

    Marketing Metrics in Australia

    2004 paper documenting ndings rom the

    Australian Marketing Institutes Marketing

    Metrics project. The paper outlines a

    ramework or marketing metrics, and

    documents the most commonly used

    marketing metrics in various areas. Much o

    the ramework material is derived rom Tim

    Amblers 2003 edition o Marketing and theBottom Line.

    The One Number You Need to Grow, Frederick

    Reichheld, Harvard Business Review, 2003

    Reichhelds classic article outlines the

    justication, calculation, and appropriate

    interpretation o the elegantly simple and

    powerul Net Promoter metric.

    The Value o Strategy Decisions, 2005

    Advanced Competitive Strategies articleThis article provides a simple yet powerul

    approach to quantiying the impact o

    alternative strategic initiatives, an approach

    that is worth consideration in the evaluation

    o assessing the potential impact o marketing

    initiatives.

    Measuring Marketing Eectiveness and Value:

    The Unisys Marketing Dashboard, Miller &

    Ciof, 2004 Journal o Advertising Research

    article

    A comprehensive description o the design

    and implementation o a marketing metrics

    dashboard at Unisys Corporation, with

    particular emphasis on the critical corporate

    cultural change management issues that need

    to be addressed.

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    Metrics or Linking Marketing to FinancialPerormance, Srivastava & Reibstein, 2004

    Marketing Science Institute working paper

    A detailed overview about the current state o

    academic attempts to link marketing activities

    and nancial outcomes

    Exploring the Brand Value-Shareholder Value

    Nexus or Consumer Goods Companies, Kerin

    & Sethuraman, 1998 Journal o the Academy

    o Marketing Science article

    An important academic study exploring the linkbetween brand value and shareholder value.

    Getting Real About Customer Lietime Value,

    Werner, 2003 Marakon Associates paper

    A detailed exploration o the Customer Lietime

    Value (LCV) concept and its importance in

    understanding marketing importance

    The Customer Lietime Value Concept & Its

    Contribution to Corporate Valuation, Bauer,

    Hammerschmidt & Braehler, 2003 Yearbook oMarketing and Consumer Research

    A detailed exploration o the use o CLV and its

    linkage to company shareholder value.

    Economics Git to Marketing, 2003 Mercer

    Consulting Journal article

    This article provides a useul introduction to

    the use o the analytical technique o choice

    modeling to the assessment o brand equity.

    Predicting the Unpredictable, Bonabeau, 2002Harvard Business Review article

    An introduction to the marketing modeling

    technique known as agent-based modeling

    (ABM), which oers the potential or delivering

    unique insights into the nancial and brand

    equity implications o marketing investments.

    How the Pursuit o ROMI Is ChangingMarketing Management, September 2004

    Journal o Advertising Research article

    This article describes a ramework and set

    o criteria or successul implementation o

    marketing ROI (ROMI) programs

    Promotion Eectiveness: More Important Than

    Ever or Consumer Products Companies, 2005

    AMR Research article

    This article proposes a new set o metrics to

    understand promotions eectiveness, ocusingon key supply chain dynamics.

    Processes and methodologies or creating a

    global business-to-business brand, 2002 paper

    by Randall Rozin

    The author o this paper is the Global Manager

    o Branding and Marketing Communications

    with Dow Corning Corporation. He provides a

    comprehensive ramework or brand building

    in the B2B arena, complete with thoughts on

    appropriate metrics.

    Online Panels: The New Frontier o B2B

    Research, Richard Thornton, UK Director,

    Market Research, Ciao GmbHBIG Annual

    Conerence, May 2005

    This paper summarizes recent European

    research into the benets and potential

    limitations o using online customer panels

    or B2B customer attitude assessment. Good

    summary o the issues and considerations

    involved.

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    Web sites:

    www.marketingnpv.comMagazine/website covering topics in the overallarea o marketing ROI

    marketingtoday.comGood source o current news articles pertainingto marketing accountability and ROI.

    www.themeasurementstandard.comA magazine/site (ree content with registration)oering surprisingly actionable and specicarticles devoted to media metrics.

    www.msi.org/msi/publications.cmPublications site or the Marketing ScienceInstitute (MSI) many metrics-related whitepapers available here

    www.cmomagazine.comMagazine/website with intriguing and uniquecontent, and a reasonably active blog. Goodeditorial integrity, as evidenced by theirdistinguishing vendor whitepapers rom other

    content.

    www.marketingpros.comLots o academic-oriented marketing metricscontent, some pearls among the more theoreticalpieces.

    www.brandnance.comSome unique brand valuation and brandscorecard white papers on this brandconsultancys site

    www.bettermanagement.comThis site contains several articles on the subjecto corporate perormance management withspecic applications in marketing and marketingstrategy

    www.brandchannel.comInterbrands site oering unique white papers onthe assessment o brand equity

    www.btobonline.comSite/magazine devoted to the broad area o B2Bmarketing, including some pragmatic and helpulB2B metrics articles.

    www.marketingadvocate.comSite devoted to B2B marketing techniques,technologies and processes. Good collection orelevant white papers on a wide variety o B2Bmarketing and technology topics.

    www.marketingsherpa.comContent and paid download site devoted tomarketing ROI and related topics good uniquecontent

    Blogs:

    blog.startwithalead.com/weblog/public_relations_pr/One o the better blogs devoted to B2Bmarketing topics, with a particular emphasis onpublic relations metrics

    decker.typepad.com/

    General marketing blog with some uniqueperspectives and entries on creating a culture omarketing ROI

    www.buzzmetrics.com/blog/The ocial blog o BuzzMetrics, a word-o-mouthresearch and planning rm, and co-oundero the Word o Mouth Marketing Association(WOMMA). Unique refections on the disciplineo word-o-mouth marketing and the societal andbusiness impact o consumer-created content.

    www.morningstarmultimedia.comProessional services marketing blog whichmany entries devoted to the discussion omarketing ROI

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    Introduction to the Appendix(Appendix to ANA Marketing Accountability Task Force Findings)

    The work o the ANA Marketing Accountability

    task orce was twoold: () to review current

    best practices used by ANA member

    companies to improve their marketing

    accountability; and (2) to provide a practical

    catalog o accountability metrics used by

    industry practitioners rom which marketers

    may choose those appropriate to theirunique situation. This need relates directly

    to one o the task orces principles o best

    practice - identiying managements strategic

    expectations o marketing and developing

    metrics to express progress or lack thereo in

    the targeted responsibility.

    Current best practice suggests that metrics

    refect the strategic intent which a companys

    management has or its marketing unction.

    I management expects marketing to buildbrand equity then measure that. I delivering

    sales prospects is important, measure that. I

    increasing the lietime value o customers is

    important, measure that. With this principle in

    mind, the appendix that ollows groups metrics

    by strategic intent.

    Every company and every vertical is dierent.

    Thats why the appendix includes several

    metrics under each strategic intent. These

    unique metrics represent dierent ways

    which study participants responded to their

    managements request or accountability about

    a specic strategic intent they attribute to the

    marketing unction.

    The appendix provides a method o calculation,

    likely data sources and the types o verticals

    or which this metric may be appropriate. We

    do not claim this list is exhaustive. We expect,

    indeed we hope that this starter list will inspire

    users to develop dierent but more appropriate

    metrics or their company.

    This appendix represents but a beginning. We

    welcome comments, questions and additionsrom every marketer.

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    Innovation

    Defnition/

    Calculation

    Source o

    data

    Calculation or

    technique

    Verticals where

    appropriate Problems or concerns

    $ sales Sum o sales oproducts/services/retail locations < 3yrs old

    Internal Com-pany sales

    Simple addition.Results comparedto previous year

    Virtually universal Simple, broadly applicable,practical measure

    % o $ salesrom innova-tion

    Sum o sales oproducts/services/retail locations 2 years.Identiy # advancedin grade. Calculate% advancement

    Broadly appropri-ate or virtually allverticals

    Must be used aspart o battery obalanced score-card metrics. Com-pared to industrynorms etc

    Turnover A balanced score-card includingturnover amongemployees< 2years, amongemployees ranked

    superior, amongmiddle manage-ment tier

    Internal com-pany records

    Identiy separatedemployees placewithin measuredgroup, derive %.Compare over time

    Broadly appropri-ate or virtually allverticals

    Needs to beplaced in perspec-tive o vertical andtracked over time.Rationale behindturnover needed

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    Public Relations

    The somewhat ephemeral nature o the publicrelations unction has led to a renzy o metricsdevelopment. Several highly competent industrygroups have developed approaches worthy o study.As one o our study participants pointed out, theirony o all these eorts to justiy public relations isthat everyone intuitively agrees about the power andcredibility o an artul PR campaign. Nonetheless,

    it remains challenging to disaggregate the eectso PR rom many other company activities. Thisis especially true because many companies leanhardest upon PR to mitigate the negatives o someexternal untoward event. The elonious attempt topoint the nger at Wendys is a classic example othe challenges o creating PR metrics. The chartbelow oers some creative metrics shared with us.

    Public Relations

    Defnition/

    Calculation Source o data

    Calculation or

    technique

    Verticals where

    appropriate

    Problems or

    concerns

    AVEs (advertisingvalue equivalent)

    The conversion onon paid mediamentions intothe equivalent oadvertising grossrating points

    Third party dataproviders

    Capture o impres-sions by mediatype and then theirconversion into theequivalent o paidgross rating points

    Many verticalsand productcategories

    Dicult to ascertainquality o mention,context, messagedelivered or aect onmessage recipient.A classic inputmeasure

    Target StakeholderResponse

    Attribute rankingamong selectedstakeholders(Industry thoughtleaders, media,shareholders, etc)

    Brand trackertype survey

    Survey research otargeted stakehold-ers on key industryand company at-tributes

    Many verticalsand productcategories

    Requires properselection o respon-dents and surveytechnique

    Critical articleresponse

    The percentageo major industryarticles espe-cially those with acritical viewpointwhich contain thecompanys detailedresponse

    Internal tracking Identiy all majorarticles in key pub-lications. Computepercent containinga specic responserom the company

    Many verticalsand productcategories

    Requires denitionsregarding majorarticle and companyresponse. Does notmeasure cred-ibility or impact oresponse only abilityto respond

    Response tospecic eort

    # or % o visits onwebsite to speciccommunication to

    targeted constitu-ency

    Web trackingsotware

    ID respondents toE-mail campaign tospecic constitu-

    ents with targetedmessage. Calculate# targets or %responding in sug-gested manner (e.g.visits to website)

    Many verticalsand productcategories

    Does not measureeect o message inchanging attitudes

    only eectiveness indriving target to webpage

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    Public Relations

    Defnition/

    Calculation Source o data

    Calculation or

    technique

    Verticals where

    appropriate

    Problems or

    concerns

    Attitude changeamong target

    in attitudesamong test andcontrol target audi-ence

    Web trackingsotware

    ID respondents toE-mail campaign tospecic constitu-ents with targetedmessage. Measureattitudes pre andpost among test andcontrol

    Many verticalsand productcategories

    Requires careulselection o test andcontrol groups

    Media impactindices

    Index o impactincluding # ostories, quality,tonality etc

    Proprietary mea-sures rom thirdparties

    Third party syndi-cated sources applyproprietary selectionand evaluation

    metrics

    Broadly availableor virtually allverticals

    Generally do notmeasure eect oroutput o PR eortonly inputs or inter-

    mediate metrics orqualitative measures

    Attribute owner-ship among targetaudience

    Ranking on mo-nadic 5 point scaleo key strategicattribute amongselected targetaudience

    Survey research Select targetaudience. Identiyattribute to measure.Use simple metriclike 5-point monadic

    Broadly availableor virtually allverticals

    PR eort not onlyinfuence on re-spondent rankings.Research mustocus on attitudestied more closely toPR activities

    Awareness o goodworks

    Awareness amongselected respon-dents o compa-nys good works

    Survey research Select targetaudience. Establishunaided and aidedawareness o com-panys involvement

    in specic cause orresponse

    Broadly availableor virtually allverticals

    Awareness does notnecessarily translateinto improved at-titudes

    Attitudes amongthose aware ogood works

    Ranking on brandtracker amongthose aware/un-aware o companygood works

    Brand Tracker orsurvey

    Identiy activityto measure. Usesimple metric like5-point monadic.Compare aware ver-sus unaware respon-dents to isolate valueo good works

    Broadly appropri-ate or virtually allverticals

    PR eort not onlyinfuence on re-spondent rankings.Research mustocus on attitudestied more closely toPR activities