Research question, scope, and unit of analysis
A workflow study separating obsolete demand, duplicate requests, changed priorities, and unauthorized work. Review a defined six-week HireExecutiveTeam sample and treat one accountable workflow outcome as the unit of analysis. Capture request source, outcome, queue age, withdrawal owner, reason, dependency check, notification, and retained evidence. [1][2]
Write eligibility, exclusion, and classification rules before viewing outcomes. Include ordinary, corrected, and authorized exception cases; separate administrative action from management decisions and accepted results. [3][4]
Methodology and measures
Report withdrawals by reason, duplicate demand, work begun, downstream commitments, reopenings, and closure lead time. Have a second authorized reviewer inspect a purposive subset, retain disagreements, and disclose missing fields rather than dropping incomplete records. [5][6]
Compare like workflows and preserve context about consequence, sensitivity, scope changes, access, and outside dependencies. With a small sample, publish counts, medians, and case ranges rather than fragile precision or individual rankings. [7][2]
Source quality, governance, and practical use
Use internal records only with permission, minimize copied sensitive detail, and leave restricted evidence in its approved system. Support may assemble records and route anomalies, but qualified owners retain legal, security, people, financial, and substantive decisions. [1][8][4]
Occupational and productivity sources provide context for administrative coordination; they do not establish a benchmark for this organization. Interpret local cases with process owners and test one approved workflow change later. [2][5][3]
Inference limits, limitations, and conclusion
Visible work may be overrepresented, off-system activity missed, and ambiguous cases classified differently. Six weeks may capture an unusual cycle. Queue records may miss informal withdrawals and cannot show whether unsubmitted requests represented unmet demand. Disclose the period, population, exclusions, missing data, review process, and workflow changes. [7][3]
The evidence supports a narrow description of observed routing, ownership, timeliness, correction, and closure. It does not establish causation, individual performance, or a universal standard. Refine one bounded rule and repeat the review. [1][5][4]
Sources
- Executive Secretaries and Executive Administrative Assistants, O*NET OnLine.
- Secretaries and Administrative Assistants, U.S. Bureau of Labor Statistics, Occupational Outlook Handbook.
- Creating helpful, reliable, people first content, Google Search Central.
- World Development Indicators, World Bank DataBank.
- Productivity Statistics, OECD Data Explorer.
- 2024 Work Trend Index Annual Report, Microsoft and LinkedIn.
- Nonfarm Business Sector: Labor Productivity, Federal Reserve Economic Data.
- ILOSTAT Labour Statistics, International Labour Organization.
- Executive Secretaries and Executive Administrative Assistants, U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics.
- Business Formation Statistics, U.S. Census Bureau.
- The economic potential of generative AI, McKinsey Global Institute.
- Search Engine Optimization Starter Guide, Google Search Central.
- Dear Manager, You Are Holding Too Many Meetings, Harvard Business Review.
Apply the research
Use the finding to frame one question for your own team: which support work is currently invisible, and who should own the next step? A scoped consultation can turn that question into a practical role.
Turn the finding into a support scope.
Bring the workflow that feels hardest to see. We will help define the role, the evidence it should maintain, and the decisions that stay with leadership.
Talk through the role