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Workforce Wonkery

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Data / North Central Coast Decision Briefs

Five researched cases. Five different workforce responses.

These briefs are published only where Workforce Wonkery has researched the market, existing supply, capacity, access, outcomes, and missing evidence deeply enough to support a decision conversation.

Publication gate: these are curated North Central Coast cases, not a statewide training catalog or automatic recommendation engine. Each brief names the evidence that could change the current response.
Five reference cases

Different problems require different responses.

29-1141

Registered Nurses

Scale + Access

Multiple programs exist, but published cohort limits and applicant volume show constrained entry.

Open decision brief →
47-2111

Electricians

Access + Apprenticeship

Paid registered apprenticeship exists. Intake and dispatch, not classroom supply, are the unresolved constraint.

Open decision brief →
47-2152

Plumbers / Pipefitters

Access + Apprenticeship

Direct regional apprenticeship supply exists, including a San Benito-serving option.

Open decision brief →
31-9092

Medical Assistants

Validate + Redesign

Several pathways exist. Outcomes, wages, and advancement matter more than adding another program.

Open decision brief →
29-1292

Dental Hygienists

Validate + Access

Strong wage signal, but the known local pathway is paused and regional demand evidence is incomplete.

Open decision brief →
Board-ready one-page view

What the evidence currently supports.

OccupationCurrent responseWhyStrongest evidenceMost important gapWhat would change the finding?
Registered Nurses
29-1141
Scale + AccessMultiple programs exist, but published cohorts and applicant volume show constrained entry.Cabrillo applicant/selection data; published cohort sizes; RN licensure outcomes.Clinical/faculty capacity, DataVista employment/earnings, ETPL.Evidence that seats are going unfilled, outcomes deteriorate materially, or clinical/faculty capacity is not the binding constraint.
Electricians
47-2111
Access + ApprenticeshipA direct paid apprenticeship exists regionally. The unknown is intake and dispatch, not whether training exists.DAS registration; current Tri-County application/test cycle; paid starting wage.Applicants, accepted apprentices, dispatch, completions, regional demand.Evidence of unused apprenticeship capacity or weak employer demand would shift the response toward monitoring rather than access.
Plumbers / Pipefitters
47-2152
Access + ApprenticeshipDirect regional apprenticeship supply exists, including a San Benito-serving option. Geography and sponsorship remain constraints.DAS programs; recurring Local 62 application schedule; San Benito-serving JATC.Intake, dispatch, sponsorship, completion, regional demand.Evidence that existing apprenticeship capacity exceeds demand would reduce the case for access investment.
Medical Assistants
31-9092
Validate + RedesignMultiple pathways already exist and regional openings are substantial. The key question is job quality, placement, and advancement.EDD regional openings; four loaded training pathways; short-term and college options.Completions, employment, wages, advancement, ETPL.Strong placement and wage-progression evidence plus constrained seats could support scaling; weak outcomes would strengthen redesign.
Dental Hygienists
29-1292
Validate + AccessHigh wage signal, but the known local program has paused new applications and comparable regional demand is incomplete.California wage/growth evidence; Cabrillo program status.North Central Coast demand, nearby supply, clinical capacity, outcomes, ETPL.Strong regional employer demand and feasible clinical capacity could support reopening or scaling; adequate nearby supply could support monitoring instead.

This table is descriptive decision support. It does not rank occupations or providers.

Evidence-confidence framework

Grade the evidence, not the occupation.

Each brief grades five evidence blocks independently. There is no composite score. A weak block stays visible rather than being averaged away by stronger evidence elsewhere.

A

Direct, current, authoritative evidence with strong geographic and definitional fit.

B

Strong evidence with a limited timing, geography, or measurement caveat.

C

Directional or proxy evidence with important limitations.

D

Weak, stale, or poorly aligned evidence.

U

Unknown or insufficient evidence.

Brief rule: a current response should rest primarily on A/B evidence. C/D evidence can shape validation questions but should not drive a major investment by itself. U evidence belongs in “What would change this finding?”
Targeted evidence completion

Fill the gaps that could actually change a decision.

RN priority

CalJOBS ETPL verification for Cabrillo, Hartnell, MPC, and Gavilan; exact DataVista program/cohort outcomes; clinical/faculty capacity.

Construction apprenticeship priority

Applicant counts, accepted apprentices, active apprentices, dispatch, employer sponsorship, completions, and program-level ETPL status where applicable.

Medical Assisting priority

ETPL for all four loaded pathways; completions, placement, earnings, and evidence of movement into higher-paid healthcare work.

Dental Hygiene priority

Comparable regional demand, nearby program supply, clinical capacity, reopening feasibility, DataVista outcomes, and ETPL verification.