Research Library
Research page 3
Decision-expiry bias in outsourced account management
A bounded research design testing old approvals continuing after assumptions change.
Workflow DesignInvisible work in client account queues
A bounded research design testing queue counts omitting reconciliation, approval waiting, verification, and communication.
Scope BenchmarksHow should account teams interpret client silence?
A bounded research design testing nonresponse being mistaken for consent, satisfaction, rejection, or low risk.
Hiring ControlsMetric-definition drift in client account reporting
A bounded research design testing stable metric labels hiding changed formulas, populations, exclusions, or refresh rules.
Workflow DesignCan shadow review detect account-handoff errors?
A bounded research design testing observed first work revealing missing sources, stale context, or authority confusion.
Scope BenchmarksDoes an aging client queue reveal account-management risk?
A research design for distinguishing visible queue age from the authority, dependency, and evidence conditions that actually delay outsourced account work.
Data QualityHow does metric-definition drift distort an outsourced account QBR?
A source-backed study of changing definitions, reporting windows, and ownership in client-facing account reviews.
Workflow DesignWhich account facts disappear during an outsourced handoff?
A field-level study of context loss across client commitments, access, scope, and relationship history when account ownership changes.
Scope BenchmarksDoes an outsourced account team hear the quietest client feedback?
A research design for testing whether meetings, inboxes, surveys, and one-to-one conversations represent the full client voice.
Renewal EvidenceWhen does a renewal signal become decision-ready evidence?
A bounded study of timing, source quality, and owner review for renewal preparation in outsourced account management.
Workflow DesignDo urgent labels identify the highest-consequence requests in outsourced account management?
A bounded study of whether outsourced account queues prioritize consequence and authority, or simply the loudest wording.
Scope BenchmarksDoes an account-review sample represent an outsourced portfolio’s quiet work?
Research on sampling frames, low-visibility accounts, and why a neat review sample can hide the work most in need of attention.
Renewal EvidenceDoes a fixed evidence cutoff improve outsourced account renewal reviews?
A study of snapshots, late-arriving facts, and the boundary between renewal preparation and a commercial decision.
Hiring ControlsCan an outsourced account manager send a client update without creating an unauthorized commitment?
Research on separating preparation, approval, delivery, and archive when account messages carry different consequences.
Data QualityDoes field-level freshness outperform a blanket age rule for outsourced account context?
A research design for deciding when CRM notes, commitments, access, and reporting definitions need a targeted recheck.
Workflow DesignWhen is an outsourced account handoff actually accepted?
A research design for distinguishing a sent handoff from a handoff another account owner can safely use.
Scope BenchmarksDoes an account review sample represent the outsourced portfolio?
How to test whether routine reviews hide delayed, disputed, or low-visibility client account work.
Renewal EvidenceWhen should renewal evidence be frozen for an outsourced account review?
A research question about cutoffs, late-arriving facts, and the difference between a snapshot and a forecast.
Hiring ControlsCan an outsourced account manager send a client update without creating a commitment?
Research on how preparation, approval, delivery, and recordkeeping can be separated in client communication.
Data QualityHow quickly does account context become stale after a client change?
A bounded research design for field-specific freshness rules across CRM notes, commitments, access, and reporting.