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You are here: Home / Archives for David Anderson

I'm a research associate at Duke University Margolis Center. I used to be Richard Mayhew, a mid-level bureaucrat at UPMC Health Plan. I started writing here and have not found a reason to stop.

David Anderson has been a Balloon Juice writer since 2013.

David Anderson

Price linked subsidies and who cares about spreads or levels

by David Anderson|  February 1, 20218:00 am| 15 Comments

This post is in: Anderson On Health Insurance

The Affordable Care Act’s individual market is likely to have significant legislative policy changes this year.  However, if there is not a fundamental restructuring of how the subsidy system works, weird things are likely to happen that are counter-intuitive.   We need to understand how price-linked subsidies work and who those subsidies apply to.

The ACA subsidy system is based on filling a gap.  The gap is the difference between the benchmark gross premium and an individual household’s applicable percentage of income.  The federal premium tax credit (PTC) serves as a gap filler.  The PTC is designed so that two households that are identical in all aspects (age composition, number of household members, and family income as a function of countable federal poverty level (FPL)) pay the same amount out of pocket for their benchmark plan even if there are massive differences in the gross premium of the benchmark plan.

For instance, if a household has an applicable percentage of 5% of income, they are expected to pay 5% of their income for the benchmark plan.  This is true if the benchmark plan has a premium of 5.1% of their income (.1% household income PTC) and it is true if the benchmark plan is 15% of income (10% household income PTC).  It is not true if the benchmark plan is 4.9% of the household income as there are no negative PTCs.

Furthermore, the ACA subsidy system is set up so that the net premium that a household pays is flexible.  If the household chooses a plan that is priced below benchmark, the household pockets the difference between the benchmark premium and their chosen plan’s premium in the form of a reduced out of pocket net premium.  Households are frequently exposed to zero premium plans.  Conversely, a household that chooses a plan priced above the benchmark pays the entire extra incremental premium for the more expensive plan.

Finally, under current law, not everyone gets a PTC subsidy.  Only households who earn between 100% to 400% FPL and who meet several other criteria are eligible for PTC subsidies.  Most other people are able to buy plans but not get any financial assistance from the PTC.

So what does this mean?

It means that there are two general classes of buyers in the ACA individual market as it is currently constituted.  The first class is the subsidized buyers.  They are fundamentally indifferent to premium levels.  The federal government eats the premium level risk.   Instead buyers who earn between 100% and 400% FPL are sensitive to premium spreads.  How far away is their chosen plan from the benchmark is what determines what they pay.  A subsidized buyer whose preferred plan costs $1400 a month could be seeing a great deal if the local benchmark is $1900 while they could be seeing an extraordinarily expensive deal if the local benchmark is $900.  As a further subnote, individuals who earn under 200% FPL (for a single individual ~$25,500) these folks are hyper sensitive to the spread between the cheapest silver plan and the benchmark (what I’ve called the Silver Gap before).  Spread sensitive folks get no direct benefit from premium reductions as those benefits are collected by the Federal Treasury in the form of lower PTCs.

Price linked subsidies and who cares about spreads or levels

However, folks who are not subsidy eligible don’t care at all about premium spreads.  They don’t care about the difference and distance in pricing between the plan that they want and any other plan.

Folks who earn over 400% FPL (~$51,000+ year for a single individual) only care about the premium level.  They take on the full burden of premium increases.  They get the full benefit of premium decreases.

Why does this all matter?

There are going to be a lot of proposals designed or at least proclaimed to be targeting affordability.  As long as we have price linked subsidies that apply to a large proportion of the ACA’s covered populations, we will need to analyze almost all policies through the lens of Spread buyers and Level buyers.  Using this lens, the introduction of a premium reducing public option is mostly beneficial to buyers who only care about premium levels  and could be slightly to significantly detrimental to price-sensitive spread buyers.  Program design would matter a lot.

The ACA is complicated and incomplete in its promise. There are ways to get closer to its core promise that everyone can get affordable health insurance (with significant fights over the meaning of “affordable” and “health” and “insurance” and “health insurance”) but in this legislative window of potential policy change, we will need to grapple with the complexities and oddities that the price linked subsidy system that is at the base of the current affordability mechanism imposes on current program design.  That could mean trimming sails, it could mean making explicit trade-offs, it could mean systemic reformation of the affordability mechanism.  But whatever path that is chosen, it must be grappled with.

 

 

Price linked subsidies and who cares about spreads or levelsPost + Comments (15)

Claire update

by David Anderson|  January 29, 20214:45 pm| 38 Comments

This post is in: Claire Updates, Fuck Cancer

Good afternoon — I took today off as I have some PTO that expires/disappears soon if I did not use it.  My morning involved testing out a new to me biscuit and breakfast place and then donating platelets.  I’ve been giving platelets a couple of times per month since the summer as pediatric cancer patients like Claire need them.  The Red Cross e-mails me every time they ship my platelets and I think that I’m part of a small group that are sending platelets to a particular patient as five of my last six donations have gone to the same, small hospital in the middle of nowhere.

Claire is doing well all things considered.  She is in her fifth round of chemo and treatment at the moment.  She is getting blood products a couple of times a week which has helped her tolerate the treatment.  As far as I understand, her numbers range from being good to really good.  This and the prior two rounds of treatment have been designed to blast out the unobserved and unobservable cancerous cells.  Assuming the next few weeks go as anticipated, she should be released from the hospital in the middle of February.

And after that, she is in the watch, wait and closely monitor stage of her treatment.  It will have been a very long and tough nine months for Claire and her family.

Right now, what Claire and plenty of kids like her need are blood donors.  If you are capable of donating blood, please do so.  You get to help Claire or someone like her out while also getting cookies.  That is a good trade in my book.

 

 

Claire updatePost + Comments (38)

Policy choices and ACA enrollment in West Virginia

by David Anderson|  January 28, 20218:00 am| 9 Comments

This post is in: Anderson On Health Insurance

West Virginia is a state whose population is disproportionally likely to benefit from the Affordable Care Act’s subsidized health insurance markets.  It has a large population of people who need health insurance and who earn between 100% and 400% Federal Poverty Level (FPL).  It has light to non-existent competition on Healthcare.gov so the stable equilibrium may not be converged pricing in every county which compresses the premiums spread.

However since 2017, the total share of Healthcare.gov enrollment that West Virginia supplies has gone down.

Policy choices and ACA enrollment in West VirginiaFor the 2021 OEP, national enrollment increased.  It increased on Healthcare.gov once we adjusted for two more states with 7% of the 2020 enrollment leaving the platform and going totheir own exchanges.  However, West Virginia lost enrollment again.

There are two things going on, I think.

First, we have good evidence that partisanship matters.  Republican leaning counties (and states) tend to have less enrollment at any given price point than a comparable Democratic leaning area.  The elite messaging that conservative leaning partisans have heard is that the ACA is horrendous and should be avoided. That (probably) matters.

This obstacle can be overcome through superior pricing.

Here, West Virginia has made a policy choice.  The state government has decided that they will not structure their market to provide increased affordability for subsidized buyers.  Since 2018, Cost Sharing Reduction (CSR) subsidies are not paid directly by the federal government.  Instead, the benefit must be provided and insurers can seek compensation through indirect means via the premium channel. The overwhelming majority (48) states currently have insurers “Silver load” CSR benefits onto the silver premiums.  This increases the silver premiums relative to gold and bronze plans and produces larger than 2017 status quo counterfactual subsidies.  That means a lot of people are either exposed to zero premium bronze plans OR see gold plans with significantly less cost sharing priced near silver plans.  The value proposition in silver load states for people who don’t want to buy silver plans just got a whole lot better and people who bought silver plans in previous years sometimes move to non-silver plans.

Three states, West Virginia, Indiana and Mississippi, mandate a different CSR compensation scheme.  These states require insurers to spread the CSR costs to all plans in a system known as Broad loading.  Broad loading results in minimal changes in relative premium spreads compared to 2017 policy.  Few people see a better deal now than they did under the Obama administration in these states.

The combination of partisan response and the deliberate embrace of broad loading’s inability to provide a different set of pricing facts and reality to counter-act that partisan response in West Virginia has resulted in a shrinking ACA market in the Mountaineer State.

 

 

Policy choices and ACA enrollment in West VirginiaPost + Comments (9)

Partial year contracts and declining effective actuarial value

by David Anderson|  January 27, 20219:00 am| 7 Comments

This post is in: Anderson On Health Insurance

Yesterday, it leaked that the Biden Administration is inclined to re-open Healthcare.gov. In some ways, Healthcare.gov has been partially open since last April with a broad Special Enrollment Period (SEP), but there is a good argument that a full Open Enrollment Period(OEP) which does not require administrative burden to prove worthiness combined with elite messaging and validation as well as significant advertising will insure more people.

However, one of the challenges of an SEP and a partial year OEP is that the value proposition of the insurance gets worse as we get deeper into the year. ACA insurance contracts are designed on a twelve month cycle. The actuarial value of a plan is for the entire year and the entire pool. Shortening the length of the contract means that the actuarial value (the share that the insurer pays out of general premiums) goes down.

I want to take four utilization patterns and illustrate what is happening when a contract starts in January compared to when it starts in March.  For this purpose, I am assuming a single policy with a combined $3000 deductible/Maximum out of Pocket with no other cost-sharing for simplicity sakes.

  • Low Use — barely touches the system, a PCP visit, an urgent care visit and a prescription
  • Medium Chronic Condition — routine expenses of prescription drugs and specialist visits but no acute emergencies
  • Acute Emergency — BABY!!!  or APPENDICITIS and otherwise looks a lot like a Low Use individual
  • Expensive Chronic Condition — My niece Claire with her leukemia treatment is going to be consistently running up high monthly costs so her family is shopping on the combination of network and out of pocket maximums as they hit the MOOP in the first month no matter what.

Partial year contracts and declining effective actuarial value

The low use individual is indifferent to when their contract starts. They are unlikely to hit MOOP at any point in any scenario.  The Medium Chronic Condition person hits their deductible in July under as 12 month contract and in September under a 10 month contract. More importantly, the 12 month contract has the insurer paying for 47% of their claims out of premium revenue while the 10 month contract has the insurer paying only 31% of their annual claims from premium revenue.  The effective AV dropped significantly.  The individual with an acute emergency with a 12 month contract hits their deductible in the first month of a 12 month contract but never hits it under a 10 month contract.  The person with the expensive chronic condition hits the deductible as soon as the policy goes live in either scenario.

These are stylized examples (for example, an acute emergency that happens in July would be fully MOOP-ed in either scenario).

However, the intuition that for a given benefit configuration (deductible, co-insurance, co-pay, maximum out of pocket), the shorter the contract length, the lower the effective actuarial value being offered stands. As plans start later in the year, the effective actuarial value goes down.  A Gold plan transitions into a Silver plan in the middle of the year, and then a nominal Gold plan becomes, in reality, Bronze as hot chocolate weather arrives.  Bronze becomes Tin and Copper as well.  The speed of metal decay will vary depending on cost sharing designs (deductible heavy designs decay faster than co-pay heavy designs) but it is a simple unidirectional reality.

This matters.  The monthly premium for an ACA plan is the same if the plan starts in January or if it starts in March or if it starts in November.  The value proposition for an ACA plan gets worse as the start month gets deeper into the year. The actuarial value declines while the monthly premium stays constant.  This is a problem for future nerds to figure out a solution and then advocates to get that solution implemented via either legislation or regulation, but this is something that we need to be aware of as a limitation on the size of impact an unexpected mid-year OEP could do.

Partial year contracts and declining effective actuarial valuePost + Comments (7)

Late winter open-enrollment on Healthcare.gov

by David Anderson|  January 26, 20219:30 am| 19 Comments

This post is in: Anderson On Health Insurance

The Washington Post reports that Healthcare.gov is likely to open up for a new open enrollment period in the next couple of weeks:

Under one order, HealthCare.gov, the online insurance marketplace for Americans who cannot get affordable coverage through their jobs, will swiftly reopen for at least a few months, according to several individuals inside and outside the administration familiar with the plans. Ordinarily, signing up for such coverage is tightly restricted outside a six-week period late each year.

I think that this will be helpful in enrollment as there are some number of individuals and households that selected a plan in December but failed to complete the entire activation chain by mid-January.  They had indicated a strong preference for insurance but got tripped up in the administrative burden.  These folks are likely to take advantage of an extended Open Enrollment Period.

I think that a late winter/early spring OEP will be interesting from an attention span dynamic as well.  We have strong evidence that people are financially stressed and cognitively overwhelmed around Christmas.  Choosing insurance is a cognitively complex task.  People with few attention reserves or resources are likely to rage quit even if they were unlikely to rage quit when they were not operating with no attention reserves. We are also entering the primary income tax and EITC return period where people are highly likely to get a big cash infusion.  Big cash infusions are likely to lower stress and increase the ability of people to make better cognitively complex choices.

I also think that without increased advertising, outreach, elite messaging and support that a spring time OEP won’t do much.  The Department of Health and Human Services has, to use a technical term, a big honking pile of money available for these purposes:

 

New analysis: If the Biden Administration reopens ACA enrollment, success likely depends on reversing Trump Administration cuts to outreach and consumer assistance. There appears to be over $1 billion in unspent HHS marketplace funds available to do so.https://t.co/ShR0pqPJKC

— Larry Levitt (@larry_levitt) January 25, 2021


Executing those contracts and staffing up while coming up with a plan will take some time but there are resources for outreach.

Late winter open-enrollment on Healthcare.govPost + Comments (19)

Expanding the subsidy system in the ACA — how does zero matter?

by David Anderson|  January 25, 20218:36 am| 6 Comments

This post is in: Anderson On Health Insurance

Charles Gaba at ACASignups has been digging into President Biden’s American Rescue Plan for ACA related items.

Depending on how you look at it, this is really three provisions:

  • Temporary COBRA subsidies
  • Killing the ACA’s APTC 400% FPL Subsidy Cliff
  • Beefing up the ACA’s APTC Subsidy Formula below 400% FPL

The COBRA subsidies are important but would be temporary. The other two, however, would presumably be permanent, and are my main focus of course.

COBRA is a bridge based on the assumption that most people who are currently out of work are only temporarily out of work and reducing transition costs is a desired goal.

Charles did some digging with Rep. Underwood’s (D-IL) office for the proposed subsidy schedule:

Given this language, there is a strong chance that Medicaid Expansion will be rendered irrelevant in the states that have not yet expanded. But that is an aggressive interpretation of what “UP TO” means.

I want to focus on the 0% applicable percentage for people who earn up to 150% Federal Poverty Level (FPL) means. This is a big change. It means that the benchmark plan, currently a silver plan with a 94% actuarial value, would have a monthly premium of $0. Currently a single individual earning $18,500 pays $59 per month for the benchmark silver plan. This is a reduction in premium of over $700 per year. Notably, this $700 a year reduction in premium also applies to any plans priced above the benchmark. Someone who earns 200% FPL would see their benchmark premium be cut by more than half (6.49% income now to 3% income proposed)

Zero premium plans are quite valuable in that they reduce administrative friction. I’m part of a research team that has looked at plan effectuation and duration effects in Colorado. We found that zero premium plans significantly increased enrollment duration. Adrianna Macintyre and her co-authors at Harvard found that switching people to zero premium plans instead of nominal premium plans led to significant retention of enrollment. Administrative costs are significant in the ACA and other individual insurance markets. Furthermore, zero premium benchmark plans for people who earn under 150% FPL and highly likely zero premium below benchmark CSR silver plans for people earning up to 200% FPL should significantly decrease the probability individuals choose significantly inferior plans that have massive cost sharing but slightly lower premiums.

I’m still scratching my head about the competitive dynamics.

Right now, there is a clean divide in plan choice at 200% FPL. Below that, silver plans are overwhelmingly chosen as they have high CSR and fairly low cost sharing. Above 200% FPL, people get away from silver and towards either gold which is priced near silver and has better cost sharing than baseline silver, or dirt cheap bronze premiums with big cost-sharing. The dominant strategy for an insurer that has a comparatively cheap silver offering is to “compress the spread” where they offer a dirt cheap silver and then a second silver plan to grab the benchmark. This makes every other insurer be comparatively more expensive to cost sensitive buyers. If there is a $30 spread between the benchmark and the first plan offered by a different insurer, that is a big gap when the benchmark premium is $60/month. $90 could be a lot of money for someone earning $18,000. However under the proposed subsidy scheme, that plan would now by only $30/month which is less than the benchmark the person is facing. I’m also stuck trying to figure out what would happen to the strategy of the plan offered below the benchmark. There is little upside to an insurer to offer a very wide gap. This may decrease deductibles for that plan.

I’m still trying to think through the incentives of pricing for the above 200% FPL segments.  I’m not sure what the strategy would be there.

This is a complex system.  Simpler systems would be better if that is on the choice menu.  I think that the proposed subsidy scheme would be a significant simplification as there are far fewer weird income thresholds and inflection points as well as a massive reduction in administrative burden and friction for millions of more people.  This system would be quite advantageous to the people of West Virginia where the current average net of subsidy premium level is among the highest in the country as the state has broadloaded.  It would also lead to significant financial support of rural hospitals as more people would be covered by insurance that pays above Medicare rates as their net, personal premiums would be lower.

Expanding the subsidy system in the ACA — how does zero matter?Post + Comments (6)

COVID and Lags

by David Anderson|  January 22, 20216:35 am| 16 Comments

This post is in: Anderson On Health Insurance, COVID-19 Coronavirus

Just a reminder.  COVID is a nasty nasty virus as it has just enough lag on median phase changes that we simple, slightly evolved East African Plains Apes have challenges in intuitively getting cause and effect.

Let’s imagine that someone was not infected in the last minutes of the Trump Presidency but was infected sometime in the first few hours of the Biden administration.

We have a few scenarios and option trees.  Let’s go with a simple one where the person is not part of a screening testing program and is not being quickly contact traced.

Day 0 (January 20) — infected

Day 2 (January 22) — infected and infectious and feeling fine.

Day 3 (January 23) — infected, infectious and feeling a bit off

Day 4 (January 24) — infected, infectious, feeling off and goes to get a test

Day 6 (January 26) — infected, infectious and the test comes back positive and the person enters isolation after talking with their primary care provider.

This is a 6 day lag between the actual infection moment and the confirmation of infection.

Day 11 (January 31) — infected, not infectious and feeling like crap.

Day 13 (February 2) PCP tells their patient to go to the hospital (7 day lag between identification and hospitalization; 13 day lag between infection and hospitalization)

Day 19 (February 8) — Patient has consistently low blood oxygen saturation even while proned and coagulation problems.  Patient is moved to ICU 6 days after they are admitted to the hospital.

Day 23 (February 12) — Patient dies.

 

That is not a particularly unusual hypothetical timeline.  Some people will be tested and get their results earlier or later.  Others will never be tested as they felt fine and were minimally symptomatic.  Some people will be admitted to the hospital and be out in a day or two. Others will be admitted straight to the ICU.  There is a lot of variance.

But there are, on average,  notable lags between infection, identification, hospitalization and death.

Anything we do today will show up in next week’s infection counts and next months mortality data.

COVID and LagsPost + Comments (16)

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