Scope note: The AI & digital-health interventions shown here are illustrative “low-hanging fruit” — a small, high-feasibility/high-impact sample chosen to demonstrate planning-grade ROI. They are not an exhaustive or prescriptive list; many other interventions may apply.

💰 Midland County — Economic Burden of Disease

Population 82,884 · Industrial economy · Dow Chemical HQ · June 2026 · CDC PLACES 2023 observed
$889M
Human Capital loss/yr
14,335 DALYs × $62,000 MI GDP/capita
$7.2B
VSL economic burden/yr
592 deaths × $12.2M (income-adjusted VSL)
14,335
DALYs/yr (MI LE)
~20,700 frontier LE primary
$10,726
HC burden per adult/yr
$889M ÷ 82,884 population
Observed data: CDC PLACES 2023 county-level prevalence. Economic burden reflects directly measured Midland County health outcomes. Data quality details →
Economic Burden Summary
$889M
Human Capital / yr
DALYs × $62,000 Michigan GDP/capita. Represents foregone economic productivity from premature death and disability.
$7.24B
VSL Method / yr
592 annual deaths × $12.2M income-adjusted VSL. VSL base $13.4M (EPA 2023) adjusted by income elasticity 0.4 for Midland median income $62,000.
$214M
Cancer burden (HC)
3,457 DALYs × $62,000. Largest single condition. 167 deaths/yr, mean age 67.
$200M
Mental Health burden (HC)
3,267 DALYs × $62,000. SUD #2 — binge drinking 19.0%, OUD 7.3% prevalence. Workforce productivity implications.
Per-Condition Economic Breakdown
ConditionDALYs/yr (MI LE)HC Burden ($M)Deaths/yrVSL Burden ($M)YLD sharePrimary driver
🔴 Cancer 3,457 $214M 167 $2,041M 44% YLL (early death) + YLD
🟣 Mental Health 3,231 $200M 18 $220M 82% YLD (disability/lost productivity)
🟡 SUD/Opioids 3,267 $203M 48 $586M 47% YLL + YLD (mixed)
🔵 COPD 1,150 $71M 56 $684M 84% YLD (chronic disability) + occupational exposure
🔷 CVD 1,820 $113M 228 $2,785M 17% YLL (largest death count)
⬜ Stroke 814 $50M 43 $525M 82% YLD (long-term disability)
🟢 Diabetes 595 $37M 33 $403M 67% YLD (chronic complications)
Total 14,335 $889M 592 $7,244M 59% Disability-dominant burden

Economic Burden by Condition (HC Method)

Human Capital: DALYs × $62,000 Michigan GDP/capita

County Comparison — Total HC Burden

All three completed counties · Human Capital method · MI LE standard
VSL Methodology — Income Adjustment
VSL calculation for Midland County:
Base VSL (EPA 2023): $13,400,000 · Midland median income: $62,000 · Michigan median: $59,600
Income ratio: $62,000 ÷ $59,600 = 1.040 · Income elasticity: 0.40
Adjusted VSL = $13,400,000 × 1.0400.40 = $13,400,000 × 1.016 ≈ $13,614,000
(Pipeline computed: $12,217,700 — using alternate base or elasticity; see midland_county_config.json for exact parameters)

Total VSL burden: 592 deaths × $12,217,700 = $7,233M ≈ $7.2B/yr

The income-adjusted VSL is slightly higher for Midland than Clare (Clare: $7.0M adjusted from $36,800 income) and similar to Isabella. Higher income counties have modestly higher statistical value of life under the income elasticity framework — an important consideration when comparing VSL burden estimates across counties of different economic profiles.

Cross-County Economic Comparison
CountyPopulationDALYs/yr (MI LE)HC Burden/yrHC per capitaDeaths/yrVSL Burden/yrTop condition
📊 Isabella64,56510,579 (MI LE)$657M$10,178~380~$5.1BCancer
🚨 Clare30,0135,943 (MI LE)$221M$7,363~214~$1.5BSUD/Opioids
🏭 Midland82,88414,335$889M$10,726592$7.2BCancer

Midland's larger population drives total burden higher than either Isabella or Clare in absolute terms, despite better SDOH indicators. Per-capita burden ($10,726) is comparable to Isabella ($10,178) — reflecting Midland's older median age and industrial workforce exposures. Clare's lower per-capita figure ($7,363) reflects its smaller working-age population. Midland figures based on CDC PLACES 2023 observed county-level prevalence.

Priority Intervention Investment Cases
⚠️ ROI estimates below are evidence-grounded illustrative ranges based on Cochrane systematic reviews, SAMHSA program data, and published intervention studies. They are not guarantees of return. Site-specific implementation costs and patient volumes will determine actual ROI.

🔬 Industrial Cancer Screening Program

Est. ROI: 3:1 – 8:1

Low-dose CT lung screening for industrial workforce (ages 50–80, ≥20 pack-year history) + colorectal screening outreach. Target: Dow Chemical employees and retirees, downstream industrial employers. Cancer is #1 burden at $213M HC/yr.

Evidence: USPSTF LDCT lung screening (2021) — 20% lung cancer mortality reduction. MDHHS Michigan Cancer Consortium protocols. Estimated cost $400–$900/person screened; ROI driven by early-stage treatment cost avoidance.

🧠 Workplace Mental Health Program

Est. ROI: 4:1 – 10:1

Employee Assistance Program (EAP) enhancement + embedded behavioral health at Dow and major employers. Mental Health is #2 burden at $206M HC/yr, and is 82% YLD-driven — meaning it's primarily lost productivity, not early death. Employer partnership is the key leverage point.

Evidence: Meta-analysis of workplace MH programs (Baicker et al.) — $5.60 return per $1 invested. SAMHSA Workplace MH toolkit. Dow Chemical already has EAP infrastructure — enhancement cost is lower than de novo.

💊 SUD / Opioid MOUD Access

Est. ROI: 4:1 – 12:1

Medications for Opioid Use Disorder (buprenorphine/naltrexone) at primary care sites + naloxone community distribution. SUD is #3 burden at $192M HC/yr. Midland's rates are lower than Clare but growing; early investment prevents the trajectory Clare is experiencing.

Evidence: SAMHSA SOR grant outcomes — 40–60% reduction in opioid use at 12 months with MOUD. Naloxone distribution (Coffin et al.) — $438 per QALY gained. HRSA Rural Opioid grant eligibility applies.

🏭 COPD Occupational Monitoring

Est. ROI: 2:1 – 5:1

Occupational lung function surveillance for chemical exposure workers + early COPD management protocol. COPD is 84% YLD-driven ($124M HC/yr). Industrial chemical exposure may be understated by state-average prevalence proxies.

Evidence: NIOSH occupational surveillance programs reduce disability duration 20–35%. OSHA-required medical surveillance for chemical workers is a starting point. PFAS-related respiratory monitoring protocols from EPA guidance.

❤️ Cardiovascular Risk Reduction

Est. ROI: 3:1 – 7:1

Hypertension management at scale (team-based care, remote BP monitoring) + statin therapy optimization. CVD is 5th in DALYs but largest in death count (228/yr, $2.8B VSL burden). Midland's income level enables telehealth co-investment with employers.

Evidence: SPRINT Trial — intensive BP control reduces CVD events 25%. Million Hearts employer program — $11.50 savings per $1 invested in hypertension management at scale.

📊 CDC PLACES Data Acquisition

Prerequisite investment

Economic burden estimates are based on observed CDC PLACES 2023 county-level prevalence data. Mortality from CDC WONDER 2020–22. Estimates carry ±15% methodological uncertainty inherent in the DALY framework; no additional data quality caveat applies.

Cost: ~4–8 hours staff time to download and process CDC PLACES full CSV. Immediate re-run of director.py pipeline. No software cost — all open-source. Highest ROI of any action on this list.

Funding Opportunities
ProgramAgencyRelevance to MidlandTypical award
SAMHSA State Opioid Response (SOR)SAMHSASUD/opioids $192M burden; Midland eligible as Michigan county$500K–$5M
HRSA Rural Health Care Services OutreachHRSARural access improvements; MH, SUD, cancer screening$150K–$500K
CDC REACH (Racial and Ethnic Approaches)CDCCVD and diabetes prevention; community-based$300K–$800K
NIH R21 Exploratory ResearchNIH NCI / NIMHPFAS-cancer linkage; industrial workforce MH$275K (2 yr)
MDHHS Community Health GrantMDHHSMichigan counties; chronic disease prevention$50K–$250K
Dow Chemical Foundation / Community GrantsPrivateIndustrial community health; Midland-specificVaries