A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
College  of  Business  Administration,   University  of  Toledo,   Toledo,   Ohio,   USA
Abstract
Purpose    The purpose of this paper is to contribute to the understanding of sales performance measurement by developing an organizing framework
for classifying sales performance measures based on the various performance criteria used by researchers. Subsequently, the results of both a focus
group and in-depth interviews with sales managers and salespeople will be presented using the classication framework developed. The objective is to
determine whether gaps exist between how researchers and practitioners view and classify salesperson performance measures as well as to provide
insights to effective sales management practices in areas such as salesperson skill development, goal attainment, resource allocation, and customer
relationship management.
Design/methodology/approach  A qualitative study, using in-depth interviews, explores the relationship between sales managers and salespersons
and  their   respective  views  on  sales  performance  measurement.   The  interview  questions  were  developed  using  information  derived  from  a  sales
executive focus group. In-person in-depth interviews were conducted with eight sales managers and eight salespeople from eight organizations.
Findings    The paper proposes a new method for organizing the types of performance measures that are used, crossing effectiveness-efciency with
internally-externally-focused  measures.  The  ndings  indicate  that  a  gap  appears  to  remain  between  the  attributes  of  performance  that  researchers
focus on and what occurs in the world of sales.
Research  limitations/implications     The  ndings  suggest  that  sales  control   theories  can  be  used  to  present  an  organizing  framework  of  sales
performance based on sales outputs, salesperson skill/capability development, sales activities, and market indicators. Our typology might serve as a
way  to  better  understand  certain  research  areas  where  there  have  been  inconsistent  ndings,   and  should  lead  to  new  measure  development  for
empirical research. In addition, a number of manager and salesperson recommendations for the practicing sales manager are reviewed.
Originality/value    This paper helps to clarify an area that is characterized by ambiguity and an identied need to identify new performance metrics.
Keywords  Qualitative  research,   Business-to-business  marketing,   Sales  management,   Sales  force
Paper  type  Research  paper
An   executive   summary   for   managers   and   executive
readers  can  be  found  at  the  end  of  this  article.
One   of   the   most   important   issues   in   personal   selling   and
sales  management   is  the  measurement   of   sales  performance.
The  most  obvious  measure  is  a  resultant  sale.  However,  with
growing  recognition  of  the  importance  that  customer  loyalty,
customer   satisfaction,   long-term  relationship   management,
and  customer   knowledge   management   play   in  the   strategic
success   of   an   organization,   rms   look   beyond   the
transaction-based   concepts   of   unit   sales   and   immediate
revenue  when  measuring  and  evaluating  sales   performance.
Most   recently,   sales   researchers   have   indicated   a   need   to
reevaluate   sales   performance   metrics   (e.g.   Haines,   2004;
Ingram  et   al.,   2005;   Mazur,   2002).   For   example,   in   their
review  of  new  directions  for  sales  leadership  research,  Ingram
et  al.  (2005,  p.  148),  identify  the  following  research  question:
How   do   you   measure   sales   success   at   the   salesperson
performance   level?.   Sales   organizations   are  being  asked  to
do   more   things,   and   the   job   has   become   more   complex.
Certainly   accountability   follows   naturally   as   a   performance
challenge  for  the  sales  force  (Brown  and  Jones,  2005).  Given
this   emphasis   on   accountability,   appropriate   sales   metrics
must  be  identied  and  utilized.  However,  questions  still  loom
as   to   which   metrics   are   appropriate   under   what
circumstances,   and   how   they   can   best   be   developed
(Ingram  et   al.,   2005).
This   paper   will   contribute   to   the   understanding   of   sales
performance  measurement  in  three  ways:
1   to  identify  the  performance  criteria  used  by  researchers,  a
review  of   extant  research  on  sales  performance  and  sales
control   frameworks  will   be  presented;
2   an  organizing  framework  for  classifying  sales  performance
measures  will   be  developed;   and
3   the   results   of   both  a   focus   group  and  depth  interviews
with  sales   managers   and  salespeople   will   be   presented,
providing  an  opportunity  to  map  their   thoughts  on  sales
performance   measurement   with   the   classication
framework  developed  for  this  research.
The objective is to determine whether gaps exist between how
researchers   and   practitioners   view  and   classify   salesperson
performance   measures.   Beyond   salesperson   performance
measurement   classication,   the   results   should   provide
insights   to   effective   sales   management   practices   in   areas
such   as   salesperson   skill   development,   goal   attainment,
resource  allocation,  and  customer  relationship  management.
This  important   area  is  not   new.   In  1975,   Finn  recognized
the   importance   of   good  performance   measures   and  noted:
Clearly  as  strategies  become  more  numerous  and  complex,
The  current  issue  and  full   text  archive  of  this  journal   is  available  at
www.emeraldinsight.com/0885-8624.htm
Journal   of  Business  &  Industrial   Marketing
24/8  (2009)  598610
q  Emerald  Group  Publishing  Limited  [ISSN  0885-8624]
[DOI  10.1108/08858620910999466]
Received:   January  2007
Revised:   August  2007,  August  2008
Accepted:   October  2008
598
some   empirical   method   of   studying   their   interactive   and
combined   effects   becomes   even   more   important   to   the
practicing  manager  (Finn,   1975,   p.   86).   Yet,   clear  evidence
that   this   is   being  practiced,   or   practiced  well,   has   not   been
established.   Obviously  some  good  rms   are  doing  this.   For
example,  ThyssenKrupp  Stainless  built  a  sales  metrics  model
to bring the sales organization into their customer relationship
measurement.   Customer   value,   retention,   acquisition,   brand
equity,   and  tness   of   the   sales   organization  are   measured.
Salespeople  are  provided  with  checklists   that   allow  them  to
assess  themselves  and  emphasize  the  importance  of   building
loyalty  (Mazur,  2002).
However,  in  a  review  of  practice  in  the  IT  industry,  Haines
(2004)   points   out   that   companies   are   not   carefully
considering   metrics   that   are   best   for   establishing   a
foundation   for   sales   success.   Managers   and   executives,   in
this  industry  at  least,   need  to  ensure  that  sales  activities  and
results   are   captured   and   measured   to   align   with   company
objectives and strategy. This may well be the case in a number
of  industries,  where  doing  a  good  job  with  sales  performance
measurement  is  the  exception  rather  than  the  rule.
Given   the   problems   of   measuring   sales   performance
(Biong   and   Selnes,   1996),   the   focus   of   this   paper   is   on
further   understanding  how  performance  is  best   measured  in
business-to-business  (B2B)  relationship  selling  environments
of   moderately   to   highly   complex   business   products   and
services.   Retail   sales   or   sales   direct   to   consumers   is   not
included  and  any  results  should  not  be  extrapolated  to  retail
sales  situations,   overly  simple  products,   routine  repurchases,
or   the   like.   We   also   concentrate   on   the   measurement   of
individual   salespersons.   Sales   teams,   the   overall   sales
function   itself,   and   the   performance   of   the   overall
organization,   while   obviously   important,   are   not   within  the
scope   of   our   purpose   here.   So   much   of   the   literature   has
sought   to  develop  ways  to  evaluate  the  individuals  role  and
performance  that   we  view  this   as   an  important   rst   step  in
trying   to   classify   and   improve   the   measurement   of
salesperson   performance.   We   begin   with   a   review  of   the
extant   sales   performance   measurement   literature   and
paradigms.   We   then   develop   a   framework   for   classifying
sales  performance  measures  and  use  it  to  report  the  method
and   overall   themes   uncovered   through   our   qualitative
investigation   of   salespeople   and   managers.   Finally,   we
conclude   by   considering   the   implications   of   these   results
for  advancing  both  the  theoretical/empirical  rigor  of  the  area,
as  well   as  implications  for   the  practicing  manager.
Review  of  research  and  theoretical  framework
Sales  performance
To   begin,   we   discuss   seminal   research   providing   dening
characteristics   of   sales   performance.   Anderson   and   Oliver
(1987)  conceptualized  sales  performance  as  the  evaluation  of
salespeople  based  on  what  they  produce  (i.e.  sales  outcomes)
as  well  as  what  they  do  (i.e.  sales  behaviors).  Examples  of  the
former   include   generations   of   sales   units,   revenue,   market
share,   new  accounts,   protability,   etc.,   while  sales  behaviors
include   selling   skills   (e.g.   adaptive   selling,   teamwork,
effective   communication,   etc.)   and   selling   activities   (e.g.
making  sales  calls,   managing  time  and  territory,   etc.).   Based
on   this   view,   salesperson   performance   has   been   studied
relative   to   both   salesperson   outcome   and   behavior
performance   (Anderson   and   Oliver,   1987;   Challagalla   and
Shervani,   1996;   Cravens   et   al.,   1993;   Oliver   and  Anderson,
1994).   Regardless   of   how   performance   is   dened,   sales
managers   play   a   key   role   in   ensuring   that   salesperson
performance   goals   are   met   (Dalrymple   et   al.,   2001)   and  a
major   problem  that   sales   managers   face  in  doing  this  is   the
inability  to  accurately  measure  performance.  To  address  this,
two   theoretical   frameworks      i.e.   agency   and   theory
organizational   theory      are   useful   in   describing   how
managers   can  effectively  deal   with  the  issue  of   performance
measurability.
Control  of  sales  performance
Agency   theory   (Eisenhardt,   1985,   1989)   emphasizes   the
alignment   of   goals   and   objectives   between   principals   and
agents.   In  the   context   of   sales,   agency  theory  addresses   the
problem   of   how   the   sales   manager   (the   principal)   can
measure, monitor, and evaluate the salespersons (the agents)
activities   to   ensure   that   organizational   goals   are   met.   The
central   premise   here   is   that   both  have   divergent   goals   and
frequently  do  not   share  the  same  information.   For  example,
the   sales   manager   (principal)   may   want   the   salesperson
(agent)  to  spend  more  time  planning  for  sales  calls,  while  the
salesperson may wish to spend that extra time seeking out new
accounts.  Thus,  the  sales  manager  is  faced  with  an  uncertain
situation  as   to  how  the   salesperson  will   indeed  spend  that
extra   time.   In   light   of   this   goal   incongruence,   the   agency
problem  is   to   determine   the   optimal   means   to   reduce   the
uncertainty (from misaligned goals) and ensure that the needs
of  both  parties  are  met.
Several  examples  from  the  sales  and  management  literature
illustrate  how  agency  theory  can  be  used  to  assists  managers
in   selecting   optimal   sales   performance   measurement   and
evaluation   modes   to   reduce   uncertainty.   Wiseman   and
Gomez-Mejia   (1998)   suggested   that   to   ensure   that
organizational   goals   are   achieved,   internal-organizational
means   such  as   sales   performance   indicators,   compensation
mix/design, and behavioral evaluation  criteria should be used.
Likewise,  Basu  et  al.  (1985)  used  agency  theory  to  develop  a
methodology   to   derive   optimal   (variable   commission)
compensation   plans   for   homogenous   sales   forces.   Thus,
agency   theory   has   provided   one   useful   framework   for
addressing   the   problem   of   salesperson   performance
measurement.
Another   paradigm,   organization   theory   (Ouchi,   1979)
centers   on  the   problem  of   obtaining   cooperation  among   a
group   of   individuals   (e.g.   a   sales   team)   who   share   only
partially   congruent   objectives.   Typically,   when   this   group
produces  a  single  output  (e.g.  sales)  the  methods  of  assigning
rewards  to  each  individual  team  member  may  be  inequitable.
Seeing   this,   members   will   adjust   their   future   efforts,   and
inevitably   the   entire   team  will   be   worse   off.   Thus   to   fully
understand individual performance, we cannot ignore groups.
To  deal  with  this  problem  of  measuring  and  evaluating  group
sales   performance,   Ouchi   (1979)   suggests   that   one
performance  evaluation  strategy  is   based  on  the  notion  that
the  marketplace  will   dictate  the  conditions  of   a  sale  (i.e.   fair
price,   required  service   levels,   acceptable   quality,   etc.).   It   is
suggested  that   this   is   a   very   efcient   form  of   performance
control,  in  that  when  the  required  market  conditions  are  met,
goal   incongruity   (between   buyer   and   seller)   is   reduced.
Therefore,   salesperson   performance   may   be   impacted   by
external   organizational   factors   such   as   gaining/utilizing
customer   feedback,   obtaining   competitor   knowledge,   and
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
599
staying   abreast   of   technological   developments.   All   this
suggests   that   both   (agency   and   organization   theory)
paradigms   can   be   used   to   provide   a   theoretical   basis   for
sales   managers   utilization   of   performance   evaluation
strategies   based   on   selling   goals,   tasks,   availability   of
performance  measures,  and  marketplace  conditions.
Anderson and Oliver (1987) integrated these frameworks to
suggest  that  sales  control  systems  could  be  used  by  managers
to  effectively  ensure  the  attainment  of   desired  organizational
objectives.   They  developed  a  series   of   research  propositions
suggesting  that  managers  should  choose  strategies  to  manage
their   salespeople   using   a   balance   of   outcome-based   and
behavior-based  sales  control  systems.  Outcome-based  control
systems  involve  relatively  little  monitoring  of  salespeople  and
objective  measures  of   goals/results  (e.g.   sales  units,   revenue,
prots.)   Alternatively,   behavior-based   sales   control   systems
require considerable monitoring of activities and results, while
subjective  methods  of  evaluating  selling  tasks  are  used.  These
propositions   were  later   tested  empirically  (e.g.   Boles,   2000;
Brashear   and  Bellenger,   1997;   Cravens   et   al.,   1993;   Krafft,
1999;   Mallin,   2005;   Oliver  and  Anderson,   1994)  to  provide
support  for  the  relationships  between the two types of control
systems   and  specic  sales   force  characteristics,   performance
dimensions,   and  sales  organization  effectiveness.
To further our understanding of sales force control systems,
Challagalla   and   Shervani   (1996)   included   a   reinforcement
dimension  to account  for  the  rewards  and  sanctions  built  into
behavior-based   control   systems.   They   further   delineated
behavior-based  sales  control   as  activity  control   (e.g.   efciency
of   daily  tasks   such  as   making  sales   calls,   time  and  territory
management,   product   demonstrations,   etc.)   and   capability
controls   (e.g.   competence   and   skill   effectiveness   through
training,   coaching,   mentoring,   etc.).   Other
conceptualizations   of   sales   control   can   be   found   in   the
literature.   For   example,   Jaworskis   (1988)   classication
identies  three  formal   controls  (sales  inputs,   sales  processes,
and  sales   outputs).   Furthermore,   Darmon  (1998)   proposes
three   dimensions   of   sales   force   performance   measurement
modes   (outcome-behavior   based,   quantitative-qualitative,
centralized-decentralized).
All   of   this   conrms   that   numerous   interpretations   of
performance   evaluation   can   be   found,   and   because
performance  is  viewed  as  possessing  so  many  dimensions,   it
has  been  suggested  that  measures  used  in  research  have  to  be
situation-specic (Behrman and Perreault, 1982). As a case in
point,   distinctions   are   made   in   the   literature   between
outcomes   indicative   of   sales   effectiveness,   behaviors
reective  of   sales   efciency,   skills   and  capabilities   driven  by
internal   organizational   development   programs,   and
marketplace   metrics   determined   by   external   organizational
environmental   factors.   Consequently,   it   is   evident   that   the
conceptualization   and   measurement   of   salesperson
performance  has  received  diverse  treatment  by  researchers.
We   can  best   summarize   the   ndings   of   this   literature   by
suggesting   that   managers   should   choose   measures   of
performance  to  reward  salespeople  to  not  only  do  the  right
things  (i.e.   be  effective),   but   also  to  do  those  right   things
the  right  way  (i.e.   be  efcient).   For  managers,  this  decision
will   be   task-dependent.   For   example,   as   per   agency   and
organization   theory,   performance   measures   based   on   sales
outcomes   should  be  used  when  those  outcomes   are  readily
measurable.   Alternatively,   when   it   is   clear   what   selling
behaviors   are   required   for   the   selling   task,   and   those
(behaviors)   are   easily   measurable,   then   performance
measures   based   on   selling   behaviors   may   be   used.   When
both   (outcomes   and   behaviors)   are   cost   effectively
measurable,   then   a   combination   of   the   two   may   be   used.
This   literature  synthesis   raises   additional   research  questions
as   to   whether   managers   in   practice   are   using   the   right
performance  measures  (i.e.   outcomes-based  versus  behavior-
based)   in  various   sales   situations.   And  if   they  are  not,   then
what  could  be  the  reasons?
To  assist  the  eld  in  addressing  these  questions,  we  present
a   classication   system  of   sales   performance   measures   by
delineating  them  based  on  two  dimensions:
1   performance   measure   indicative   of   salesperson
effectiveness  versus  efciency;  and
2   and   internally   oriented   performance   measures   versus
externally  oriented.
Traditional   interpretations   of   effectiveness   (goal   attainment
and  associated  skills   impacting   effectiveness)   and  efciency
(resource   input-output   utilization   and   activities   impacting
efciency) are used  and are reviewed in the  sections  to  follow.
Internally   oriented   refers   to   performance   measures   that
have   an   intra-organizational   dimension   to   them   (e.g.
capabilities   impacted   through   internal   training,   cost/sales,
etc.).   Externally   oriented   refers   to   more   market-based
measurements   of   performance   (e.g.   impacted   by   the
competition,  customer  satisfaction,  etc.).
Effectiveness  and  efciency
A  previous  review of  sales  effectiveness was  provided in  1990.
One  proposition  emerging  from  that   review  is  that   although
sales   behaviors   impact   performance,   a  more  comprehensive
depiction of effectiveness is the sum total of sales outcomes of
all   sales   individuals   within   the   organization.   Effectiveness,
therefore,   has   more  to  do  with  attainment   of   organizational
outcome   objectives   than  with   the   performance   of   any   one
individual   salesperson.   The  theoretical   basis  for  effectiveness
can   be   traced   back   to   the   sales   control   literature.   This
suggests   that   managers   should   evaluate   salespeople   using
objective-based   outcomes   when   faced   with   the   inherent
problem   of   evaluating   and   assessing   more   subjective
individual   salesperson   behaviors   (Anderson   and   Oliver,
1987).   Furthermore,   measuring   salesperson   skill   and
capabilities   (via   capability   control)   allows   for   adequate
assessment   of   performance   when   behaviors   can   be   readily
measured  (Challagalla  and  Shervani,  1996).   For  example,   to
determine   the   effectiveness   of   an  entire   sales   organization,
individual   salesperson   results   (sales   units,   revenue,
protability)   can   be   more   easily   measured   and   summated
than   the   activities   of   each   individual   salesperson.   This
perspective   is   illustrated   by   Piercy   et   al.   (1999),   who
differentiate   among   sales   organization   effectiveness   and
salesperson   effectiveness,   both   of   which   are   further
distinguished   from   salesperson   behavior   performance.
Likewise,   Babakus   et   al.   (1996)   make   this   distinction   by
suggesting  that  sales  organization  effectiveness  is  a  summary
evaluation  of   organizational   outcomes   and  are  only  partially
attributable  to  the  salesperson.
An  alternative   perspective   to  effectiveness   is   provided  by
Plank   and   Greene   (1996).   They   suggest   the   concept   of
personal   selling  effectiveness   is   synonymous   with  individual
selling   performance,   but   distinct   from   selling   behaviors
leading  up  to  a  sale.   Salesperson  skills   (interpersonal   skills,
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
600
general   management   skills,   sales   presentation,   and
vocational),   along   with   the   sales   situation,   impact   sales
behaviors   (collecting,   using  and  disseminating  information),
which,   in  turn,   impact   sales   outcome   effectiveness   (success
relative  to  others).   Likewise,   Plank  and  Reid  (1994)  propose
that  the  quality  and  appropriateness  of   behaviors  for  a  given
sales   situation   leads   to   sales   effectiveness.   This   body   of
research  supports  the  notion  that  selling  behavior  alone  does
not  guarantee  sales  effectiveness.
There   is   also   a   signicant   body   of   sales   research   that
measures   sales   performance   in   terms   of   behaviors.   This
literature  suggests  that  certain  selling  behaviors  are  effective;
others   are   not.   For   example,   Plank   and   Reid   (1994)
operationalize   effectiveness   as   the   reward   and   satisfaction
outcomes   that   result   from   customer   interactions.   Such
outcomes   could   be   realized   through   the   development   of
salesperson  presentation  skills,   need  assessment   capabilities,
and   team  building/management   (Behrman   and   Perreault,
1982).   Building  on  this,   Piercy  and  his  colleagues  suggested
that   measures   of   salesperson  performance  include  technical
knowledge,   adaptive   selling,   teamwork,   sales   presentations,
and  sales  planning  (Piercy  et   al.,   1999).   Noteworthy  here  is
that   adaptive   selling      i.e.   the   ability   to   adjust
communications   to  meet   buyers   needs      has   been  treated
as   a   determinant   of   salesperson   productivity   as   well   as   a
measure  of   sales   performance.   For   example,   in  their   study,
Pettijohn  et   al.   (2000)   found  positive  relationships   between
adaptive  selling  and  performance  ranking,   sales  volume,   and
closing  ratio.  Based  on  this  review  of  the  literature  we suggest
that   effectiveness   is   a   dimension   of   performance   that
represents   measurable   salesperson   outcomes   (e.g.   sales
units,   revenue,   prot   margin)   as   well   as   harder   to  measure
salesperson   skill-based   behaviors   and   capabilities   (e.g.
communication,  presentation,   and  need  identication  skills).
Despite  its   apparent   importance  to  managers,   researchers
have  spent   much  less  time  studying  efciency.   Ingram  et   al.
(2002)   dene   performance   efciency   as   the   ratio  of   selling
output   (sales,   new  accounts,   etc.)  to  selling  inputs  (number
of   calls,   proposals,   demos,   etc.).   Efciency  is  different   from
effectiveness   in  that   the   emphasis   is   on  the   selling   activity
behaviors   of   the   salesperson.   Challagalla   and   Shervani
(1996)  suggested  that   behavior-based  sales  control   can  have
an   activity-control   component   whereby   salespeople   are
measured   based   on   activities   such   as   making   calls,
conducting   demos,   generating   proposals   and   letters,   etc.
Such   activities   are   typically   used   to   compute   measures   of
efciency.   Examples   of   performance   efciencies   that   have
been   researched   include   closing   ratios   (Pettijohn   et   al.,
2000),   customer   relationship   building   activities   (Pelham,
2006),   effects   of   rm   resources   allocated   to   selling   at
tradeshows   (Li,   2008),   and   attention   to   more   protable
customers   (Johnson   and   Bharadwaj,   2005).   Some   of   the
more  recent  research  trends  have  explored  the  adoption  and
use   of   technology   in   mediating   performance   efciency
(Senecal   et   al.,   2007).
Internally  oriented  and  externally  oriented
Internally   oriented   measures   of   performance   focus   on   the
workings   of   the   organization   or   rm   of   interest,   while
externally  oriented  measures  focus  on  the  environment,  most
typically  the  customer   or   marketplace  situation.   Challagalla
and Shervani (1996) suggest  that forms of sales  control  based
on   evaluating   salesperson   skills   and   capabilities   are
particularly  useful   measures   when  sales   outcomes   measures
are   not   easily   attained.   From  an  agency   theory   perspective
(Eisenhardt,  1989),  an  investment  in  the  skill  development  of
the  salesperson  (i.e.   the  agent)   increases   the  likelihood  that
those  skills  will  be  used  to  achieve  performance  goals  that  are
shared  by  the  salesperson  and  the  sales  organization  (i.e.   the
principal).   These   capability   controls   are   internally   oriented
measures   and   include   measurement   of   salesperson
competencies,   capabilities,   and   skills   such   as   teamwork,
product/technical   knowledge,   and   communication   (to
mention   a   few).   These   measures   tend   to   be   derived  from
the  use  of   internal   organizational   resources   used  to  develop
the  salesperson.   Examples   include  training,   mentoring,   and
coaching   necessary   to   develop   salesperson   communication
and  presentation  skills  (Johlke,  2006).
Alternatively,   externally  oriented  measures  of   performance
are  market-driven  and  include  knowledge  of  the  competition,
industry,   and  impact   of   technological   developments.   Much
has  been  written  on  the  value  of  organizations  being  market-
driven.   From   this   perspective   (Ouchi,   1979),   the
marketplace   will   dictate   the   conditions   of   a   sale   (i.e.   fair
price,   required   service   levels,   acceptable   quality,   etc.).
Therefore,   external   organizational   factors   such   as   gaining/
utilizing   customer   feedback,   obtaining   competitor
knowledge,   investing   in   research   and   new   product
development,   and   staying   abreast   of   technological
developments   will   be   performance   determinants   (Hutt   and
Walker,   2006;   Tang  et   al.,   2007).   The  argument,   supported
by  research,   is   that   market-driven  organizations   outperform
those   that   are   not;   therefore,   the   market-driven   model   is
desirable   (Day,   1994;   Slater   and   Narver,   1994).   A   key
related   issue   is   the   extent   to   which   the   sales   function   in
general,   and   sales   performance   measurement   specically,
parallels   the   overall   organizational   philosophy  toward  being
market   driven.
What  does  being  market-driven  mean  for  an  organization?
The  basis  is  market   knowledge  providing  the  foundation  for
designing  and  delivering  strategies  and  tactics  appropriate  for
both   market   conditions   and   customer   needs   (Fink   et   al.,
2007).   Market   knowledge   includes   knowledge   about
customers   (e.g.   desired  performance  improvement   and  level
of  internal expertise),  markets,  and competitors,  among  other
marketplace   conditions.   The   market-driven   company
understands   and  designs   processes   and  information  around
the   needs   of   individual   customers   and  the   marketplace.   In
addition,   it   uses   information  to  plan  and  develop  strategies
that   are  responsive  to  market   needs  and  changes.   Customer
and  market   knowledge  are  then  used  to  leverage  distinctive
competencies   to   provide   value   to   customers   and   the
marketplace.   The   knowledge   customers   possess   is   also
leveraged   to   develop   strategies   that   enhance   competitive
advantage.
In  addition  to  customer   and  market   orientations,   market-
driven means that more specic operational processes, such as
the   design   and   implementation   of   the   sales   and   service
functions, are integrated into the organizations market-driven
perspective  and  processes.  For  example,  Morgan  et  al.  (2007)
found  that  post-sale  business  services  are  a  critical  element  in
building  a  rms  brand  image  and  equity.  Since  information,
knowledge,  strategies,  tactics  and organizational  processes  are
externally  oriented,   a  nal   component   is  that   selling  also  be
externally  oriented  and  sales  outcomes  be  evaluated  based  on
their   contribution  to  the  external   perspective.   In  support   of
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
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this   notion,   Harris   et   al.   (2005)   found   external   measures
(customer  orientation)  to  be  positively  related  to  salesperson
job satisfaction, while internal dimensions such as selling skills
were  not.   One  set   of   overall   external   performance  measures
was   provided  in  1997,   and  includes   market   share,   relative
share,   customer   satisfaction,   market   coverage,   product
awareness,   relative   quality,   relative   price,   customer
preferences,   relative   new  product   sales,   and   response   time
to  customer  problems.   Many  of   these  measures  can  be  used
directly  to  assess  sales  performance.
However,   the   relationship  between  external   variables   and
market-driven   focus   is   not   absolute.   For   example,   the
behavioral   measures   used   by   Babakus   et   al.   (1996)   are
internal   variables,   and   the   output   measures   (sales,   market
share, and new accounts) are external. In addition, most rms
track  market  share,  regardless  of  orientation.
The   differences   in   salesperson   performance/effectiveness
based   on   the   internal-external   dimension   have   signicant
implications  for  an  organization.   Piercy  et   al.   (1999)  discuss
the   importance   of   this   distinction.   They   suggest   that
organizational   job  descriptions   and  specications   would  be
different   depending   on   the   orientation.   Furthermore,
customer-oriented   selling   requires   better   training,   more
sophisticated   salespeople   with   the   capabilities   of   being
exible,   being   customer   problem  solvers,   and   having   the
nancial   and   analytic   tools   to   be   truly   externally   focused
(Jaramillo   et   al.,   2007;   Keillor   and   Parker,   2000).   An
organizational   structure  and  processes  focus  are  necessary  to
adapt   to   the   external   environment.   This   implies   that
salespersons   need   planning,   forecasting,   analysis,   and
strategic  decision-making  skills  are  critical.
Integrating  the  two  dimensions
One  thing  that   clearly  emerges   from  the  literature  review  is
that   researchers   performance  metrics   are  diverse,   used  in  a
confusing   fashion   and   lacking   consensus   as   to   what
constitutes   performance.   To  assist   in  clarifying   this   area   of
research,   we   propose   that   measures   can   be   classied   by
crossing   the   two   sets   of   dimensions      i.e.   effectiveness-
efciency   with   internally-externally   oriented.   This   may
provide   a   reasonable   typology   for   organizing   existing
measures.   It   also   may   provide   a   tool   for   rms   to   use   to
determine  whether   they  are  doing  a  good  job  of   measuring
and  tracking  sales   performance,   or   whether   they  are  under-
utilizing   important   metrics   that   should   be   analyzed.
Specically,   we  propose  that   sales   control   theory  is   used  in
the classication of sales performance measures. Effectiveness
measures   consisting  of   objectively  measured  sales   outcomes
(based   on   units   sold,   revenue,   protability)   may   have   an
internally  focused  dimension  (based  on  the  development   of
salesperson   skills   and   capabilities)   as   well   as   an   externally
focused  dimension  based  on  marketplace   drivers   (customer
feedback,   competitor   knowledge,   etc.).   Likewise,   efciency
measures   consisting   of   subjective   measured  sales   behaviors
can  be  both  internally  focused  on  selling  activities  (sales  calls,
demos,  etc.)  as  well  as  externally  focused  marketplace  factors
(e.g.  close  ratios).
After   gathering   a   better   understanding   of   the   extant
literature,   we   set   out   to   investigate   what,   in   reality,   is
happening  in  businesses  today  with  regard  to  measuring  sales
performance,   utilizing   our   two   dimensions   as   a   way   of
organizing  and  evaluating  current  practice.
Qualitative  studies
Sales  executive  focus  group
To  begin,  we  decided  to  take  advantage  of  a  recent  executive
sales   summit   attended  by  20  top  business   (sales)   executives
representing  B2B  organizations,   by  including  a  focus   group
session  to  explore   sales   performance  evaluation  issues.   The
executives   were   from   a   diverse   set   of   rms,   including
industrial   equipment   manufacturers   (three   rms),   suppliers
of  OEMs  in  the  auto  industry  (two  rms),  industrial  services
(two   rms),   medical   supply   manufacturing   (one   rm),
components   parts   supply   (three   rms),   nancial   services
(two  rms),   and  paper   products   manufacturing  (one  rm).
Three  of   the  rms   were  large,   with  revenues   of   over   $8bn,
with  the   remainder   fairly  evenly  divided  between  mid-sized
and  smaller  organizations.  All  of  the  executives  felt  this  was  a
critically  important  issue  to  them,  and  actively  contributed  to
the  session.
To  prepare  for   the  focus   group  sessions,   each  of   the  four
faculty  members   involved  independently  prepared  questions
designed   to   elicit   the   concerns   and   experiences   of   each
business   with   regard   to   sales   performance.   Each   list   of
questions  was  circulated  to  all  faculty  involved,  who  then  met
to  determine   a   nal   list   of   questions.   It   was   observed  that
most  of  the  questions  fell   into  three  broad  categories:
1   understanding  and  measuring  salesperson  performance;
2   the   role   of   technology   and  information  management   in
sales  performance;  and
3   performance  challenges  and  obstacles.
For   each  of   these  areas,   three  to  four   target   questions  were
developed   to   encourage   conversation   on   the   topic.   For
instance,   with   regard   to   the   rst   area   of   understanding/
measurement,   we   included  questions   like   What   does   your
company  focus   on  in  measuring  salesperson  performance?.
For   the  second  area  of   information,   targeted  questions   like
How  is   sales   information  management   challenging?   were
included.   Questions   targeting   the   area   of   challenges   and
obstacles   included   items   like   How   is   your   marketplace
changing  and  is  sales  force  performance  keeping  pace?.
At  the  executive  summit,   the  sales  executives  were  divided
into   two   equal   groups,   each   group   with   two   faculty
facilitators   and   two   note-takers.   The   groups   met   in   two
separate   rooms   for   approximately   one   and  one   half   hours.
Faculty   facilitators   were   given   the   leeway   to   ask   for
clarication,   probe   for   further   depth,   solicit   additional
responses,   and   so   on,   but   were   encouraged   to   allow  the
conversation   to   ow  as   naturally   as   possible   between   the
participants.   Note-takers  recorded  topics  and  general   points
or   themes   in  their   notes.   The  session  was   not   recorded,   at
the   behest   of   the   summit   organizers.   As   notes   were   not
verbatim,   we   can   only   summarize   overall   ndings.   The
ndings   reect   the   observations   made   by   the   faculty
facilitators   following   the   summit,   and   conrmed   by   the
notes.
Understanding  and  measuring  sales  performance
The  rst   nding  that   emerged  was  the  fact   that   the  summit
participants  seemed  to  discuss  performance  differently.  Some
referred  to  very  concrete  sales  data,   and  others  were  focused
on  behaviors  or  activities.  The  participants  actually  identied
this   difference   themselves   and   then   began   to   discuss   how
broadly  the  concept   of   performance  was  utilized.   There  was
no  real   agreement  on  what  it  should  be.
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
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When  directed  to  measurement,   the  participants   felt   that
what   is   currently   measured   is   insufcient.   For   example,
performance   measures   chosen   should   reect   doing,   not
activities   that   often   bottleneck   the   sales   process   such   as
inappropriate   use   of   technology   and  paperwork.   Too  often
management measures what is easy to see, rather  than what is
meaningful.   Along  these  same  lines,   they  felt   that   a  critical
measure   of   performance   is   the   quality   of   personal
relationships   salespersons   develop   with   buyers,   although
they  clearly  noted  challenges   in  this   particular   area.   At   the
other  extreme,  they  advocated  good  quantitative  measures  of
performance such as the percentage of a customers business a
salesperson  is  able  to  secure,  managing  costs,  number  of  calls
made,   and   prot   margins.   They   felt   repeat   business   and
follow-up  business  (e.g.  the  amount  of  post-purchase  service)
should  be  measured  to  assess  salespersons.
Participants in each room agreed that current assessment of
sales   performance   is   insufcient.   One   room  indicated   that
salesperson   behaviors   should   be   assessed   against   company
established   sales   processes   or   best   practices,   and
compensation  should  be   based  on  behaviors   that   reinforce
how the  company wants  to do business. The executives in the
other   room  considered  another   aspect   of   selling  that   is   not
currently  being  measured     that   of   brand  building  activities
(displays,  knowledge  about  products,  etc.).
Technology  and  information  management
Participants   agreed  that   salespeople  should  be  evaluated  on
their   knowledge  and  information  about   the  companies   they
are selling to, the market, and their competition. However, no
one   offered   any   consistent   approach   to   doing   so.   The
conversation   turned   to   the   possibilities   of   contact
management   and   customer   relationship   management
technologies   and   how   they   might   impact   the   ability   to
capture this information. Participants in one room agreed that
gathering   customer   information   was   critical   and   should
possibly   be   rewarded   and   denitely   be   measured   and
captured.
Obstacles/challenges
Key  challenges  tended  to  differ  in  the  two  rooms.  One  focus
group  spent  a  signicant  amount  of  time  discussing  building
stronger relationships, hiring the right people, and adapting to
changing  environmental   conditions.  The  other  room  focused
more on the issues  of sales and marketing  integration, making
sure that the sales force supported the strategic plan, and how
to   standardize   the   sales   process.   Problems   with   measuring
team  performance   emerged   in   both   rooms   and   one   room
clearly  indicated  that  peer  evaluation  should  be  factored  into
performance   assessment   when  the   sales   buying   situation  is
group-based.
After  these  discussions,  it  seemed  clear  that  executives  had
ideas  for   performance  measurement   that   did  not   necessarily
reect  what  was  really  happening  within  their  rms.  Dening
and  measuring  sales  performance  emerged  as  a  denite  area
in  need  of   better   practice.   Finally,   the   results   of   this   focus
group  were used  to  develop  an  interview  guide  for  the  second
phase  of   the  study  (depth  interviews)   to  be  conducted  with
both  practicing  sales  managers  and  eld  salespeople.
In-depth  interviews  with  sales  managers  and  sales
representatives
The   second   phase   of   our   qualitative   study   explored   the
relationship   between   sales   managers   and   salespersons,   and
their   respective   views   on   sales   performance   measurement.
The   questions   posed   were   designed   to   get   respondents
overall   views   on   sales   performance.   Interviews   were   built
around   eight   questions   designed   to   uncover   how   sales
performance   is   measured   and   used   within   organizations.
The   questions   were   developed  using   input   the   information
derived  from  the   sales   summit   executives   discussed  above.
Questions  were  asked  to  address  the  following  issues:
.
to  determine  whether   there  are  gaps   in  how  researchers
and  practitioners  classify  measures;
.
to  provide  insight  to  effective  sales  management  practice;
and
.
to  further  understand  how  business  should  best   measure
sales   performance   given   the   complex   B2B   selling
environment  today.
Given  the  sense  of   ambiguity  in  the  focus  groups  relative  to
the  performance  discussion,  we felt  it  was  important  to  gain a
better   understanding  of   some  basic  performance  denitions.
To  do  this,  we  included  the  following  questions:
.
What does it mean to you when I say sales performance?
.
How   is   sales   performance   different   than   sales
effectiveness?
.
How   is   sales   performance   different   than   sales
efciency?
.
How   is   sales   performance   different   than   sales
competency?
Based on earlier discussions, it seemed clear  that performance
measures  were  handled  very  differently  in  different  situations.
Therefore,  we  added  could  the  following  additional  questions
to   help   us   better   understand   current   sales   management
practices:
.
What   are  all   the  ways   that   your   rm  measures/evaluates
each  of  the  above  items?
.
What   things   would  you  like  to  see  measured  or   tracked
that  are  not  currently  being  measured  or  tracked?
Finally,  while  there  were  a  number  of  different  specic  topics
of   interest   that   could   have   been   pursued   (e.g.   team
measurement,   relationship   measurement,   etc.),   we   decided
a   better   understanding   of   the   basics   was   needed   before
investigating  different   types  of   selling.   Therefore  we  wanted
to  explore,   at   the  most   basic  level,   the  issue  that   sales   does
not  necessarily  integrate  with  the  marketing  plan  or  tie  back
to  the  rms  strategy.   We  also  wanted  to  see  how  incentives
related  to  performance.   To  do  this,   two  nal   questions  were
asked:
1   How  often  do  you  measure   each  salespersons   (are   you
measured)  performance  on  specic  goals?
2   To  what   extent   is   your   (salesforces)   pay   dependent   on
performance  on  measurable  issues  beyond  just  growth  in
sales  or  gross  prot?
To   address   all   of   these   questions,   in-person   in-depth
interviews   were   conducted.   A   trained   graduate   student
interviewer   conducted   the   interviews   and   was   given   the
exibility   to   probe   for   clarication   and   elaboration   of
responses.   The   respondents   were   eight   sales   managers   and
eight   sales   representatives   representing   eight   different
companies   (one  manager   and  one  sales   representative  from
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
603
each)  engaged  in  business-to-business  relationship  selling.  All
eight organizations  can be characterized as mid-sized to large.
In   order   to   ensure   representation   from  a   cross-section   of
industries,   respondents   were   chosen   from  eight   different
businesses   from   the   pharmaceutical,   construction,   and
shipping/logistics   industries,   representing   relatively   complex
business   products   that   require   salesperson   expertise   and
relationship   development   (as   reported   by   the   rms
themselves).   Participants   were   selected  from  a   convenience
sample   based   on   their   experience   and   willingness   to
participate   in  the   interviews.   Responses   were   recorded  and
later   transcribed.   Transcripts   were   reviewed   and   analyzed
independently  by  two  researchers  to  uncover  general  themes,
and  any  disagreements  were  resolved  by  discussion.
To  organize  these  ndings,   researchers  rst   independently
organized  subject  responses  into  three  broad  categories:
1   overall   perceptions  of  the  meaning  of  sales  performance;
2   understanding  of  the  more  specic  efciency/effectiveness
and  internal/external   components   of   sales   performance;
and
3   methods  used  for  the  measurement  of  sales  performance.
Next,   the  researchers  independently  developed  themes  from
each   response   category.   With   regard   to   the   overall
perceptions,   the   researchers   both   independently   observed
that   these  perceptions  focused  around  two  different   areas  of
strategy   and   relationships   (discussed   below).   Additionally,
they   both   felt   that   the   methods   were   highly   varied.
Researchers  had  difculty  developing  clear  themes  related  to
dening   efciency   and   effectiveness,   and   so   worked   on
interpreting this data jointly. This difculty was not surprising
since the respondents seem to struggle with these concepts, as
is  seen  in  the  discussion  below.
Overall  perceptions  of  sales  performance
Ideally,   sales  performance  is  an  integrative  component   of   an
organizations strategy. Sales performance measures should be
consistent   with   organizational   mission   and   objectives,
encouraging   salesperson   behaviors   that   support   desired
outcomes.   However,   perceptions   of   this   important
performance   dimension   may   differ   between   managers   and
salespeople  as  evidence  from  the  following  two  quotes:
Its  all  about  the  numbers;  are  you  performing  to  what  our  expectations  are
. . .   are  making  their  quotas  daily.   We  require  them  to  sell   units      like  two
units  per  week; so  are  you meeting  your weekly unit  quota?  Are  you meeting
your weekly start number and sales number; we have a lot of numbers to deal
with  performance  (Sales  manager).
Sales   performance  is   probably  not   all   about   just   the  sales.   I   think  in  our
industry  its  about  the  total   package.   Its  about  the  service,   the  quality,   the
sense  that  the  customer  is  being  valued  (Sales  representative).
Thus,   our   study   found   that   managers   and   salespersons
understanding   of   the   overall   purpose   of   sales   performance
outcomes are inconsistent. A summary of respondents overall
attitudes  toward sales  performance  shows  that  sales  managers
are   more   concerned   with   the   ability   to   measure   sales
performance  precisely  than  sales  persons.   Observations  from
sales   managers   included  dimensions   such  as   accountability,
proper   price,   all   about   the   numbers,   protable   revenue,
achieving  metrics,   managing  cash  and  budgets.   Salespeople
tended  not   to  identify  these  as  performance  criteria.   As  one
salesperson   said:   . . .   we   almost   micro-manage   and   track
things  in  too  much  detail.   I  would  like  to  see  track  more  on
just  nal   success.
Another  area of  inconsistency is  in  measuring  relationships.
Three   managers   referred   to   balancing   accountability   and
building  lasting  relationships   with  customers.   One  manager
referred  to  balancing  company  strategies  and  the  customers
viewpoint  to  achieve  satisfaction  from  both.  Salespeople  view
sales   performance   as   more   intimately   linked   to   customer
service  level   and  personal   interaction  with  clients.   To  quote
one  salesperson:
. . .   youve  got  objective  guidelines  and  subjective  guidelines  are  . . .   the  ones
that   play  as  much  role  today  as  anything  else.   Integrity,   how  you  perform
day-in  and  day-out,   your   interest   with  others,   a  lot   of   them  are  subjective
drivers  that  are  key  to  your  overall   success.
Managers,  on  the  other  hand,   report  preferring  the  objective
hard  measures  to  predict  overall   success.
Two  possible  interpretations  from  these  interviews  emerge.
First,  it  is  evident  that  sales  managers  and  salespeople  do  not
participate   in  the   formulation  of   upper-level   organizational
goal   and  strategy  formulation.   Therefore,   their  perception  of
the   role   of   performance   assessment   is   more   short-term,
localized, and inconsistent with both higher-level expectations
than  with  one  another.  They  simply  do  not  know  whether  or
not the performance standards they work to achieve are linked
to overarching  strategies and goals. The second interpretation
is   that   a   short-term  transactional   perspective   to   sales   is
emphasized  and  is   perceived  to  be  more  important,   even  if
longer-term  goals  and  strategies  are  understood.
Sales  effectiveness
Within  the   context   of   the   traditional   perspective   advocated
by  Drucker,   effectiveness   concerns   doing  the  right   thing.
Translated   into   a   selling   environment,   effectiveness   means
developing   strategies   (sales   force   alignment,   target   markets
and   market   coverage,   customer   call   patterns,   sales
product   portfolio   strategies,   competitive   positioning,
communications,   service,   etc.)   that   are      in   that   they   are
consistent   with   and   support   the   organizations   mission,
goals,   and   strategies.   For   the   salesperson,   effectiveness
concerns   issues   such  as   contact   method,   contact   frequency,
delivering   customer-focused   communications   messages,
designing   the   right   product/service   package   for   customer
needs,   and   delivering   quality   service   throughout   the
relationship  period.
Sales managers and salespeople, on balance, have a difcult
time   understanding   and   articulating   the   concept   of
effectiveness   as   it   applies   to   sales   performance   and
measurement.   No   other   question   elicited   so   much
hesitation,   uncertainty,   and   divergence   of   response.   Often
the   response   was   no   response   at   all.   When   there   was   a
reaction,   the   responses   indicated   that   managers   and
salespeople  alike  do  not   have  a  clear   understanding  of   what
effectiveness  means.   The  observation  of   one  salesperson  was
Thats  a  good  question.  Effectiveness  strikes  me  kind  of  like
being   efcient   in  your   methods.   In   his   words,   have   the
numbers,  but not necessarily  using  effective  methods to  reach
your  goals.   Both  groups  seem  to  intuitively  understand  the
importance   of   effectiveness   and   its   relationship   to   sales
performance,   but   have   a   difcult   time   articulating   the
relationship  between  the  concepts.   A  typical   answer   by  one
manager  was  sales  effectiveness  means  if  you  are  effective  in
sales   you   will   drive   sales   performance.   Perceptions   of
effectiveness   tend   to   be   behavior   and   activity-based,   and
equated  to  good  training,  negotiation,  communicating,  and
detail   work.  For  example,  one  subjected  articulated:
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
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Sales   effectiveness   is   . . .   your   ability   to  do  certain  skills   I   guess   as   far   as
negotiation,   persuasion,   maybe   just   presentation   skills   and   conveying   a
message,  conveying  value  of  your  product,  getting  your  information  out  into
the  marketplace  (Sales  representative).
Sales  efciency
Efciency relates  to use of  resources. It is  the  ratio of input  to
output.   Often  referred  to  as  bang  for   the  buck,   efciency
can   have   a   direct   and   short-term  impact   on   margins   and
prots.   Business   decisions   such  as   implementation  of   a  JIT
system,   inventory   management,   allocation   of   budgets   to
marketing  functions,  use  of  communications  media  and  sales
force   allocation,   and   the   application   of   technologies   to
marketing   and   sales   functions   are   all   areas   where   use   of
resources  impacts  market  and  nancial  returns.  Specic  sales
examples  are  the  utilization  of   salespeople,   use  of   eld  sales
personnel   versus  alternatives,  and  the  number  and  frequency
of  sales  calls  to  specic  customers.
Overall, respondents were able to articulate the relationship
of   efciency   to   sales   better   than   the   effectiveness-sales
relationship.   Also,   sales   managers   appear   to  have   a   clearer
understanding   of   efciency   than  salespeople.   In  describing
efciency, managers  consistently  used  phrases  such as  use  of
resources,   minimizing   waste,   time   and   account
management,   using  the   right   tools   to  get   the   job  done.
For   salespeople,   descriptions   of   efciency   included   time
management,   the   quality   of   sales   calls   made,   utilizing
available   tools,   and   being   cost-effective.   There   were
exceptions:   a   few   salespeople   were   not   clear   about   what
efciency   means.   One   described   it   as   the   same   as
effectiveness.   Another   characterized  efciency   as   the   ability
to  achieve  goals     a  classic  interpretation  of  effectiveness.
Measurement  of  sales  performance
The  following  quotes  show  a  variety  of  ways  that  sales  forces
measure  performance:
We  have  whats   called  a  GAR,   Goal   Attainment   Record,   that   evaluates
ones sales performance, measuring attainment of quota on each product and
their   overall   percentage  of   attainment   for   all   their   products  combined.   We
compare that to  their  peers  in the  district,  in the  region,  and  in the  company
(Sales  manager).
Our mill typically sells out every month, so we dont have to go out and make
sure  our  guys  sell   a  quota.   We  dont  have  to  track  that  because  someone  is
going  to  buy  our  tons.  So  we  dont  really  track  sales  statistics  the  way  most
organizations  would  track  sales  statistics  (Sales  representative).
One  thing  that  we  do  very  religiously  is  that  we  have  this  one  thing  we  call
accountability session . . . like a quarterly review of where the territories are
really  micro-managed  in  that  meeting,  top  to  bottom.  Theyre  measured  by
the  time  they  spend  in  the  territory,  the  number  of  calls  they  made  in  their
territory,   the  number  of   calls  they  made  compared  to  the  number   of   sales
they  close,   the  number  of  presentations  theyve  made  to  the  sales  the  close
(Sales  manager).
. . .   they  measure  everything      theres  nothing  that   they  dont   measure.   Its
annoying  . . .   theres  a  report  for  everything  (Sales  representative).
What  we  see  in  this  is  the  breadth  and  variance  in  measuring
sales  performance in  practice.  There seems  to be a number of
different  ways  to  approach  it.   This  variety  supports  the  need
for an overall denition in the area and a classication scheme
for  the  types  of  measurement  that  might  be  employed.
A   key   objective   of   this   paper   is   to   gain   a   better
understanding   of   actual   sales   performance   measurements
used   in   a   B2B   context   and   to   classify   them  using   the
framework   depicted  by   the   dimensions   developed  here.   As
described   in   the   literature   review   earlier,   performance
measures   can  be   characterized  as   internally   oriented  (sales
capabilities,   contribution   to   organizational   goals,   etc.)   or
externally   oriented   (based   on   market   results,   end-user
perceptions   of   salesperson   value   added,   customer   loyalty,
etc.).   Performance   can   also   be   measured   using   either
effectiveness  or  efciency  criteria.
Performance   measures   reported   by   respondents   are
presented  in  Table   I.   Responses   are   coded  into  cells   based
on  two  dimensions:
1   internally  oriented/externally  oriented;  and
2   effectiveness/efciency.
Responses   of   both   sales   managers   and   salespeople   are
included.   The   number   in   parentheses   after   a   measure
indicates   the   number   of   respondents   mentioning   the
measure.   To  ensure  accuracy,   independent   coding  was  done
by  the  two  principal  researchers  in  this  study.  Any  differences
in interpretation were identied, discussed, and only recorded
after   both   agreed   (agreement   occurred   93   percent   of   the
time).
Several   interesting  observations  emerge  from  Table  I  helps
us  to  better   understand  current   practice.   First,   effectiveness
measures   are   used   much   more   frequently   than   efciency
measures, even though respondents struggled to interpret and
understand   the   concept   of   effectiveness.   Second,   internal
measures   are   identied   more   frequently   than   external
measures.   This   gives   us   some  idea  that   more  measurement
is   currently  placed  on  these  internal   effectiveness   measures.
This is possibly due to the fact that these measures may be the
easiest to obtain. It can be seen that external measures are not
as   rigorously   and   systematically   dened   as   internal   ones.
Struggling to dene outside measures, managers may fall back
to  the   easier   to  systematize   internal   measures.   Third,   even
when  external   measures  are  obtained,   interviewees  indicated
that   measures   from  distributors   and  customers   are   usually
informal,   periodic,   and   not   systematically   integrated   into
salesperson  performance.   Fourth,   in  discussing  effectiveness
with  study  participants,   both  sales  managers  and  salespeople
indicated that customer satisfaction is not often measured and
used  to  access   performance.   This   clearly   opens   up  a   need
from  both   a   practical   perspective   and   a   potential   area   of
academic  study.  Providing  measures  that  allow  the  sales  force
to  look  more  easily  at  external   performance  measures  would
be   highly   benecial,   a   thought   echoed  by   the   participants.
Fifth,  any benchmarking  examples  of  measurement  tended  to
be   over   time   and   across   operating   units   within   the
organization;   competitors   and   industry   standards   were   not
cited  as   benchmarks.   Again,   this   shows  a  bias   toward  using
more  easily  accessible  internal   information.
While   external   measures   were   seen   as   important,   but
under-measured,   efciency   measures   were   infrequently
mentioned.   The   role   that   efciency   should  play,   especially
from  an  external  point  of  view,  seems  intuitive,  yet  at  least  in
our   limited  sample,   may  be   a   highly   under-measured  area.
Further   research  should  consider   the   need  for   and  role   of
these  external  efciency  measures.  Finally,  it  should  be  noted
that   observations   about   performance   measurement   by  sales
managers   and   salespeople   from  the   same   company   were
similar.   Only  in  one  case,   where  the  salesperson  focused  on
the use of quotas while the manager identied a broader set of
measures,  were  observations  different.
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
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Discussion
Comparing  the  results  in  Table  I   with  the  summary  of   past
research  and  literature  presented  earlier,   we  can  note  some
differences. First, researchers utilize  efciency measures more
than  practitioners.   One  possible  reason  may  be  the  difculty
in measuring key components of sales efciency. For example,
to   accurately   measure   time   management   performance,
managers   must   agree  on  a  set   of   task  priorities.   This   could
vary  based  on  the  type  of  sales  job  (e.g.   outside  sales,   inside
sales),   types   of   account-based   (e.g.   small,   major,   complex
account),   and   strategic   organizational   goals   (e.g.   customer
retention,   growth,   acquisition).   Furthermore,   dening  what
constitutes   a  sales   call  could  impact   the  measurement   of
performance  efciency.  A  lack  of  consensus  among  managers
as  to  the  denition  of   a  sales  call  could  stem  from  factors
such   as   the   medium   of   the   call   (e.g.   live,   phone,
teleconference),   the   buying   center   member(s)   involved   in
the  call   (e.g.   economic,   user,   coach,   etc.),   and  call   context
(e.g.   information   gathering,   solution   presentation,   social,
etc.).
Second,   there  seems  to  be  a  lag  in  practitioner   use  of   the
recent   research   emphasis   on   prot   management,   margins,
cost,  account/product/service  management,  loyalty,  and  long-
term   relationships.   Attempts   to   build   relationship
management   into   performance   measurement   are   limited.
One  possible  reason  for  this  observation  is  the  slow  growth  in
the  number  of   rms  that  utilize  CRM  systems  to  enable  the
sales   organization   to   track   customer   lifetime   value.   In
addition,   sales   force   automation   tools   (such   as   ACT!,
Salesforce.com  and   NetsuiteCRM.com  to   mention   a   few)
used  to  manage  customer  relationships,   report   low  adoption
rates  and/or  high  failure  rates  (Senecal   et  al.,  2007).
Relative  to  the  responses   collected  from  our   sample,   it   is
evident   that   a  customer-focused,   market-focused  perspective
to  sales  performance  measurement  is  lacking.   Concepts  such
as   value-added   services,   competitive   responsiveness,   and
long-term  relationship  management  are  not  being  measured.
In   addition,   adaptive   selling,   exible   selling,   and   team
behavior  are  not  being  measured  and  used  as  a  part  of   sales
performance  assessment.  Based  on  the  collective observations
from our  sample,  it  is  apparent that  practice  is  lagging  behind
research   in   the   area   of   sales   performance   measurement.
Specically,   we  can  begin  to  better  understand  the  gaps  that
exist   between   researchers   and   practitioners   in   the
classication  and  utilization  of   sales   performance  measures.
In  addition,  we  can  speculate  the  reasons  for  these  gaps.
Implications  for  researchers
Our   research  utilizes  the  paradigms  of   agency,   organization,
and   control   theory   to   construct   an   organizing   framework
useful  in  classifying  various  sales  performance  measures. This
is   important   because   it   enables   academics   to   study   sales
performance   relative   to   isolated   dimensions   that   take   into
account   the  type  of   performance  being  measured  (outcomes
or behaviors)  as well  as  the  environmental  context  (internally/
externally  focused).  Researchers  conducting  empirical  studies
designed   to   analyze   factors   which   effect   salesperson
performance   need   to   consider   carefully   what   exactly   they
are   intending   to   measure.   It   is   possible   that   results   could
change  based  on  which  performance  dimension  is   used.   In
addition, to the extent that they want the results to be relevant
and   useful   to   managers,   researchers   need   to   consider
alignment   of   their   measures   with  those  most   meaningful   to
practitioners. This study demonstrates a variety of ways where
that   may   be   done   to   achieve   this   outcome.   In   addition,
researchers   can  design,   validate,   and  recommend  measures
that  will   assist  the  practicing  manager.
Managerial  implications
When asked what additional sales performance measures they
would  like   to  see   their   organizations   adopt,   sales   managers
and  salespeople   had  a  variety  of   responses.   Sales   managers
tended  to  focus  on  adding  behavioral   measures  of  sales.  One
mentioned   more   focus   should   be   placed   on   behavioral
activities,   rather   than   nal   results,   particularly   for   newer
Table I   Performance measures used by interviewees
Effectiveness (selling outcomes)   Efciency (selling activities)
Internally oriented (selling skill, capabilities)   Competencies:
   technical knowledge (2)
   presentation skills (2)
   communication skills
   listening skills
   supervisory skills
   teamwork
Quota attainment (5)
Sales volume (5)
Sales behavior
Mix change (upgrading)
Productivity
Protability of sales
Gross margin
Time management
Cash ow and account management (2)
Number of calls
Number of presentations
Time spent in territory
Externally oriented (marketplace metrics)   Channel feedback/satisfaction
Customer feedback/satisfaction
Competitive understanding
New accounts introduced to product
Number of customers
Level of interaction with customers
Performance relative to opportunities
Customers success/goal attainment
Closing ratio
   to number of calls
   to number of presentations
Sales penetration per account (2)
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
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salespeople.   Another  wished  for  a  more  objective  measure  of
customer  satisfaction. A third mentioned better  measures and
more emphasis on sales interactions and conict management
skills  of  salespeople.  A  fourth  also  mentioned  better  methods
for  dening  and  measuring  negotiation  activities.  An  addition
to   better   behavioral   measures,   other   sales   manager
preferences   focused   on   numbers,   included   a   greater
emphasis  on  protability  rather  than  sales  growth  exclusively
(one  manager),  and  more  focus  on  end-results  versus  quotas
(one  manager).
The   overall   implication   here   is   that   the   majority   of
respondents  indicated  that   additional   performance  measures
should be classied as both internally oriented and indicative of
sales effectiveness (classied in the top left quadrant of Table I).
For  sales  managers,  this would  conrm  what  researchers  (e.g.
Babakus   et   al.,   1994)   suggest   that   management   plays   an
important   role   in   impacting   salesperson   performance   by
increasing  the  focus  on  sales  training  (to  develop  salesperson
skill),   mentorship  programs   (on  the  job  skill   development),
and  coaching  (continual  constructive  reinforcement  of  selling
behavior).  Each  can  accomplish  the  goal  of  achieving  desired
performance   measures   relative   to   internally   oriented
measures.   The   mere   process   of   developing   salesperson
capabilities   will   also   serve   to   maximize   sales   outcome
effectiveness   as   the   skills   developed   (through   internally
oriented  development   modes)   will   be   used  to  achieve   sales
goals.   Thus,   the   combination   of   internally   oriented
effectiveness   sales   performance  measures   should  be  an  area
of  emphasis.
A  second  managerial  implication  is  one  of  speculation.  The
type   of   customer/market   may   dictate   the   performance
measures  to  be  chosen  and  used  by  managers.   For  example,
for   major   account   management   where   building   long-term
customer   relationships   is   key,   performance   measures   that
combine   characteristics   of   externally   oriented   (market
feedback)   and   effectiveness   (sales   outcomes)   should   be
used.   Here,   both  the  needs   of   the  customer   and  the  selling
goals of the salesperson/organization can be best satised. For
mid-sized   customers,   measures   combining   aspects   of
internally   oriented   (salesperson   skill   development)   with
effectiveness  (sales  outcomes)  can  be  utilized  to  best   serve  a
market  characterized  by  growth.  Finally,  for  small  customers,
internally  oriented  (skill  development)  with  efciency  (selling
activities)   aspects   of   performance  measures   can  ensure  that
salespeople  are  providing  adequate  market coverage  to  a large
base of small businesses. Findings suggested possible need for
companies  to  think  outside  the  internal-effectiveness  box  and
consider   the   broader   role   of   performance   evaluation   (e.g.
customer  satisfaction,  account  penetration  and  so  on).
There  also  seems  to  be  inconsistency  between  salesperson
and   sales   manager   ideas   about   how   measurement   is
conducted   and   used.   When   this   is   the   case,   it   is   unlikely
that   the   evaluation  is   fully   fullling   its   control   goals.   This
implies   that   additional   communication   about   the   rationale
and  purposes   of   performance  evaluation  is   needed,   not   just
feedback provided about those measures. Overall, sales people
had  fewer  recommendations  than  managers.  Throughout  the
interviews,  there  were  many  references  from  salespeople  that,
in  essence,  they  already  are  exposed  to  measurement  overkill;
therefore,   it  is  understandable  they  tended  to  be  reluctant  to
suggest  others. To  quote  one  salesperson,  It  would  be  nice  if
they   streamlined   it,   and   they   bombarded   us   with   less
information  and  offered  more  help.   Two  did  mention  that
they  wanted  less  focus  on  group  outcomes  and  more  focus  in
individual   accomplishments,   and  one  identied  presentation
skills   as   something   that   should   be   measures   in   their
organization.   The   fact   that   salespeople   and   managers   did
not   agree   on   the   type   and   degree   of   sales   performance
management   is   not   surprising.   Such   disparities   could
potentially   be   a   result   of   salespeople   perceiving   their
manager   not   adapting   to   the   specic   situation   (e.g.
customer   environment,   selling   task,   salesperson   maturity/
tenure, relationship between manager and salesperson). Other
reasons  could  include  manager  style  (delegating,   supporting,
coaching,   directing),   whether   appropriately   applied   or
misguided.
A  limitation  of  our  study  stems  from  our  sample  size.   Our
observations  are  the  result  of  interviews  with  only  eight  sales
managers   and  eight   salespeople;   however,   patterns   such  as
limited  and  imprecise   measurement   of   market   response   to
sales   initiatives   are   suggested.   A   gap   appears   to   remain
between  the  attributes  of   performance  that  researchers  focus
on and what occurs in the world of sales. Another limitation is
that  the  interviews  were  conducted  on  rms  that  characterize
their   sales   process   as   at   least   relatively   complex,   and
relationship-based.   Additional   research   needs   to   be
conducted  to  see  how  far   these  ndings   might   be  extended
to   other   sales   contexts.   Other   limitations   that   have
implications   for   future   research   include   the   fact   that   the
research   was   limited   to   individual   performance,   and   to
moderately complex B2B sales situations. We need to see how
this   applies   in   other   situations   including   routine,   highly
complex,  and  team  selling.
Conclusion
As  professional   selling  continues  to  migrate  towards  building
long-term   customer   relationships,   the   need   exists   for
managers   to   move   beyond   the   traditional   (outcome)
measures   of   sales   performance   to   measures   that   integrate
dimensions   of   salesperson   development   that   facilitate
customer   relationship   management.   The   organizing
framework   provided  in  this   paper   provides   a   means   to   do
this.   Furthermore,   it   bridges   an  apparent   gap  between  how
sales researchers and practitioners view sales  performance. By
highlighting   the   importance   of   combining   salesperson   skill
and  competencies   measures   with  more   traditional   outcome
goals  of  performance,  our  hope  is  that  this  research  will  spark
further   interest   in  developing  the  area  of   sales   performance
measurement.   Ultimately,   the   salesperson,   the   sales
organization,   and   most   importantly,   the   customer   will
realize  the  benets  of  doing  so.
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Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
607
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Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
608
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Corresponding  author
Ellen   Bolman   Pullins   can   be   contacted   at:   Ellen.pullins@
utoledo.edu
Executive  summary  and  implications  for
managers  and  executives
This summary has been provided to allow managers and executives
a  rapid  appreciation  of   the   content   of   the   article.   Those   with  a
particular  interest  in  the  topic  covered  may  then  read  the  article  in
toto to take advantage of the more comprehensive description of the
research  undertaken  and  its   results   to   get   the   full   benet   of   the
material   present.
Men   are   from   Mars,   women   are   from   Venus,   said
communication  expert   John  Gray  in  one  of   the  best-selling
books   of   recent   years.   Sales   managers   and   sales
representatives   too,   can   often   seem  to   be   from  different
planets      especially   when   they   start   talking   about   sales
performance,  effectiveness  and  efciency.
Take  these  observations  from  a  sales  executive  summit,  for
example.  A  summary  of  respondents  overall  attitudes  toward
sales   performance   shows   that   sales   managers   are   more
concerned   with   the   ability   to   measure   sales   performance
precisely  than  salespeople.  Observations  from  sales  managers
included  dimensions  such  as  accountability,   proper  price,   all
about   the   numbers,   protable   revenue,   achieving   metrics,
managing   cash   and   budgets.   Salespeople   tended   not   to
identify   these   as   performance   criteria.   As   one   said:   We
almost  micro-manage  and  track  things  in  too  much  detail.
Salespeople   view   sales   performance   as   more   intimately
linked  to  customer  service  level  and  personal  interaction  with
clients. To quote one: Integrity, how you perform day-in and
day-out,  your  interest with  others,  a lot of them are subjective
drivers that are key to your overall success. Managers, on the
other   hand,   prefer   the   objective   hard   measures   to   predict
overall   success.
Two possible interpretations emerge. First, it is evident that
sales   managers   and   salespeople   do   not   participate   in   the
formulation  of   upper-level   organizational   goal   and  strategy
formulation.   Therefore,   their   perception   of   the   role   of
performance   assessment   is   more   short-term,   localized,   and
inconsistent with both higher-level expectations than with one
another.   They   simply   do   not   know   whether   or   not   the
performance   standards   they   work   to   achieve   are   linked   to
overarching  strategies  and  goals.  The  second  interpretation  is
that   a   short-term   transactional   perspective   to   sales   is
emphasized  and  is   perceived  to  be  more  important,   even  if
longer-term  goals  and  strategies  are  understood.
As  for  sales  efciency,   managers  consistently  used  phrases
such  as   use  of   resources,   minimizing  waste,   time  and
account   management,   using  the  right   tools   to  get   the  job
done.   For   salespeople,   descriptions   of   efciency   included
time   management,   the   quality  of   sales   calls   made,   utilizing
available  tools,  and  being  cost-effective.
As  one  of  the  most  important  issues  in  personal  selling  and
sales  management   is  the  measurement   of   sales  performance,
Ronald  Zallocco  et   al.   study   business-to-business   selling   of
moderately  to  highly  complex  services  and  products  in  order
to  provide  insights  into  effective  sales  management   practices
in   areas   such   as   salesperson   skill   development,   goal
attainment,   resource   allocation,   and   customer   relationship
management.   In   A   re-examination   of   B2B   sales
performance  they  develop  a  framework  for   classifying  sales
performance   measures,   noting   that,   regardless   of   how
performance   is   dened,   sales   managers   play   a   key   role   in
ensuring that salesperson performance goals are met. A major
problem  in  doing  this  is  the  inability  to  manage  performance
accurately.
When  asked  what   additional   sales   performance   measures
they   would   like   to   see   their   organizations   adopt,   sales
managers   and   salespeople   had   a   variety   of   responses.
Managers  tended  to  focus  on  adding  behavioral   measures  of
sales.   One   mentioned   more   focus   should   be   placed   on
behavioral   activities,   rather  than  nal   results,   particularly  for
newer   salespeople.   Another   wished   for   a   more   objective
measure  of   customer   satisfaction.   A  third  mentioned  better
measures   and   more   emphasis   on   sales   interactions   and
conict   management   skills   of   salespeople.   The   overall
implication   here   is   that   the   majority   of   respondents
indicated   that   additional   performance   measures   should   be
classied  as   both  internally  oriented  and  indicative  of   sales
effectiveness.
For   sales   managers,   this   would   conrm  the   view   that
management plays an important role in impacting salesperson
performance   by   increasing   the   focus   on:   sales   training   (to
develop  salesperson  skill),   mentorship  programs  (on  the  job
skill   development),   and   coaching   (continual   constructive
reinforcement   of   selling  behavior).   Each  can  accomplish  the
goal   of   achieving   desired  performance   measures   relative   to
internally  oriented  measures.
Another  managerial   implication  is  one  of  speculation.   The
type   of   customer/market   may   dictate   the   performance
measures   to   be   chosen   and   used   by   managers.   For
example,   for   major   account   management   where   building
long-term   customer   relationships   is   key,   performance
measures   that   combine   characteristics   of   externally-
oriented   (market   feedback)   and   effectiveness   (sales
outcomes)   should   be   used.   Here,   both   the   needs   of   the
customer   and   the   selling   goals   of   the   salesperson/
organization   can   be   best   satised.   For   mid-sized
customers,   measures   combining   aspects   of   internally-
oriented   (salesperson   skill   development)   with   effectiveness
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
609
(sales   outcomes)   can   be   utilized   to   best   serve   a   market
characterized   by   growth.   Finally,   for   small   customers,
internally   oriented   (skill   development)   with   efciency
(selling   activities)   aspects   of   performance   measures   can
ensure   that   salespeople   are   providing   adequate   market
coverage  to  a  large  base  of   small   businesses.
There  also  seems  to  be  inconsistency  between  salesperson
and   sales   manager   ideas   about   how   measurement   is
conducted   and   used.   When   this   is   the   case,   it   is   unlikely
that   the   evaluation  is   fully   fullling   its   control   goals.   This
implies   that   additional   communication   about   the   rationale
and  purposes   of   performance  evaluation  is   needed,   not   just
feedback  provided  about  those  measures.
(A   precis   of   the   article   A   re-examination   of   B2B   sales
performance.  Supplied  by  Marketing  Consultants  for  Emerald.)
A  re-examination  of  B2B  sales  performance
Ronald  Zallocco,  Ellen  Bolman  Pullins  and  Michael   L.  Mallin
Journal  of  Business  &  Industrial  Marketing
Volume  24    Number  8    2009    598610
610
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