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Comparative Systems © Allen C. Goodman, 2014
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Page 1: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Comparative Systems

© Allen C. Goodman, 2014

Page 2: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Criticisms of U.S. System

Gaps in Medicare, Medicaid

The “uninsured,” approximately 50 million (almost one in six).

What does the rest of the world have to tell us?

Page 3: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

A Typology of Contemporary Health Care Systems

Gordon (1988) develops a useful typology of four health benefit systems:

1. Traditional Sickness Insurance - This is fundamentally the private insurance market approach, with state subsidy. Coverage is basically employment-related. This type of system originated in Germany, and other countries which pioneered health care insurance.

2. National Health Insurance - The state establishes a national-level health insurance system. Canada has the most immediate experience with this organization. Sometimes referred to as single payer.

3. National Health Service - The state provides the health care. The United Kingdom is a prime example of this approach.

4. Mixed System - Mixed elements of above programs. Several countries including the United States fall into this group.

Page 4: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Health Expenditure Shares

1960 1970 1980 1990 1995 2000 2001 2002 2003 2004 2005 2006 2007 2008Australia 3.6 6.1 6.7 7.2 8.0 8.1 8.4 8.3 8.5 8.4 8.5 8.5Austria 4.3 5.2 7.4 8.3 9.5 9.9 10.1 10.1 10.3 10.4 10.4 10.3 10.3 10.5Belgium 3.9 6.3 7.2 8.5 9.0 9.1 9.3 9.6 10.0 9.8 9.5 10.0 10.2Canada 5.4 6.9 7.0 8.9 9.0 8.8 9.3 9.6 9.8 9.8 9.9 10.0 10.1 10.4Chile 5.3 6.6 6.8 6.7 6.5 6.3 6.1 5.9 6.2 6.9Czech Republic 4.7 7.0 6.5 6.7 7.1 7.4 7.2 7.2 7.0 6.8 7.1Denmark 8.9 8.3 8.1 8.3 8.6 8.8 9.3 9.5 9.5 9.6 9.7Estonia 5.3 4.9 4.8 5.0 5.1 5.0 5.1 5.3 6.1Finland 3.8 5.5 6.3 7.7 7.9 7.2 7.4 7.8 8.2 8.2 8.4 8.4 8.2 8.4France 3.8 5.4 7.0 8.4 10.4 10.1 10.2 10.5 10.9 11.0 11.1 11.1 11.0 11.2Germany 6.0 8.4 8.3 10.1 10.3 10.4 10.6 10.8 10.6 10.7 10.5 10.4 10.5Greece 5.4 5.9 6.6 8.6 7.9 8.8 9.1 8.9 8.7 9.5 9.7 9.7Hungary 7.3 7.0 7.2 7.5 8.3 8.0 8.3 8.1 7.4 7.3Iceland 3.0 4.7 6.3 7.8 8.2 9.5 9.3 10.2 10.4 9.9 9.4 9.1 9.1 9.1Ireland 3.7 5.1 8.2 6.1 6.6 6.1 6.8 7.1 7.4 7.6 7.5 7.5 7.5 8.7Israel 7.7 7.1 7.6 7.5 8.0 7.9 7.8 7.8 7.8 7.6 7.8 7.8Italy 7.7 7.3 8.1 8.2 8.3 8.3 8.7 8.9 9.0 8.7 9.1Japan 3.0 4.6 6.5 6.0 6.9 7.7 7.9 8.0 8.1 8.0 8.2 8.1 8.1Korea 3.9 4.2 3.9 4.8 5.3 5.1 5.4 5.4 5.7 6.1 6.3 6.5Luxembourg 3.1 5.2 5.4 5.6 5.8 6.4 6.8 7.5 8.1 7.7 7.2Mexico 4.4 5.1 5.1 5.5 5.6 5.8 6.0 5.9 5.7 5.8 5.9Netherlands 7.4 8.0 8.3 8.0 8.3 8.9 9.8 10.0 9.8 9.7 9.7 9.9New Zealand 5.2 5.9 6.9 7.2 7.7 7.8 8.2 8.0 8.4 8.9 9.3 9.1 9.8Norway 2.9 4.4 7.0 7.6 7.9 8.4 8.8 9.8 10.0 9.7 9.1 8.6 8.9 8.5Poland 4.8 5.5 5.5 5.9 6.3 6.2 6.2 6.2 6.2 6.4 7.0Portugal 2.5 5.3 5.9 7.8 8.8 8.8 9.0 9.7 10.0 10.2 9.9Slovak Republic 5.5 5.5 5.6 5.8 7.2 7.0 7.3 7.7 7.8Slovenia 7.5 8.3 8.6 8.6 8.6 8.4 8.4 8.2 7.8 8.3Spain 1.5 3.5 5.3 6.5 7.4 7.2 7.2 7.3 8.2 8.2 8.3 8.4 8.4 9.0Sweden 6.8 8.9 8.2 8.0 8.2 9.0 9.3 9.4 9.2 9.2 9.1 9.1 9.4Switzerland 4.9 5.4 7.3 8.2 9.6 10.2 10.6 10.9 11.3 11.3 11.2 10.8 10.6 10.7Turkey 2.4 2.7 2.5 4.9 5.2 5.4 5.3 5.4 5.4 5.8 6.0United Kingdom 3.9 4.5 5.6 5.9 6.8 7.0 7.3 7.6 7.8 8.0 8.3 8.5 8.4 8.7United States 5.2 7.1 9.0 12.2 13.6 13.4 14.1 14.8 15.3 15.4 15.4 15.5 15.7 16.0

Page 5: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Percent of GDP Spent on Health Care, 1960-2010

0.0

2.0

4.0

6.0

8.0

10.0

12.0

14.0

16.0

18.0

1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 2010

Year

Per

cen

t

Canada

France

Germany

Japan

United Kingdom

United States

Page 6: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

GDP/Capita US$ PPP

Tot. Expend. Health/Capita

US$ PPP

Inpatient Care as % of TEH

Pharm and Others as %

of TEH

Crude Death Rates/1,000 Population

Female Male

(2010a) (2009a) (2008b) (2008b) (1970b) (1990b) (2009a) (2007b) (2009a) (2009a)

Canada 39,574 4,363 27.3 17.2 6.9 8.9 11.4 7.1 -- --Chile 14,846 1,186 -- -- -- -- 8.4 -- 80.9 75.6France 34,500 3,978 37.3 16.4 5.4 8.4 11.8 8.4 84.4 77.7Germany 37,526 4,218 34.1 15.1 6 8.3 11.6 10 82.8 77.8J apan 34,049 -- -- -- 4.6 6 -- 8.9 86.4 79.6Korea 28,236 1,879 29.4 23.9 -- 4 6.9 5.1 83.8 76.8Mexico 15,196 918 15.2 28.3 -- 4.8 6.4 -- 77.6 72.9Netherlands 42,151 4,914 -- -- -- 8 12 8.1 82.7 78.5Sweden 39,316 3,722 29.2 13.2 6.8 8.2 10 10.1 83.4 79.4Switzerland 46,019 5,144 -- -- 5.4 8.2 11.4 8.1 84.6 79.9UK 36,083 3,487 -- 11.8 4.5 6 9.8 9.6 82.5 78.3US 47,184 7,960 24.5 11.9 7 11.9 17.4 8 80.6 75.7

% of GDP Spent on Health Care

Life Expectancy at Birth

Source: aOECD Health Data 2011, J une; and bOECD Health Data 2010, J une

TABLE 22-1 Health Care Spending and Outcomes in Selected Countries

Page 7: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

High Expenditure Levels

What are Americans getting for their spending.

High expenditures may have three meanings:

a. High average level of services

b. High resource costs of services

c. Inefficient provision of services.

Page 8: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

High Expenditure LevelsWhat are Americans are getting for their spending. However, high

expenditures may have three meanings:

a. High average level of services

b. High resource costs of services

c. Inefficient provision of services.

In looking at cross-country differences, we keep these points in mind.

A high level of services reflects at least the possibility that the populations have chosen to spend their incomes in this fashion.

Cross-national studies indicate a fairly substantial income elasticity for health care.

Thus U.S. expenditure levels reflect in part the high per capita income level in the United States.

Page 9: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Non-cash aspects of the careIn looking at health care costs in a national setting, people may find

themselves in one of three "states of the world":

- well (not ill)

- waiting for treatment (when ill)

- being treated.

When being treated, the costs to society are usefully considered as the price of the treatment, multiplied by the quantity of the treatment. However, there is more to health care costs than simply dollars spent.

A health care system can help people feel better when well. We do this in the United States by prenatal and infant care, inoculation, good nutrition (no bacon cheeseburgers), and good habits (no smoking). Other countries do this better. The United Kingdom has a far more comprehensive system of treating expectant mothers, infants, and children.

Page 10: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

A health care system can help people who are waiting for treatment. Consider someone who is awaiting a hip replacement. This is not life-threatening, but it may be painful.

In the United States, we replace hips immediately, and we need enough facilities to do so. Maintaining these operating rooms and surgical teams is costly.

In Canada, the patient may have to wait months for hip replacement.

Does Canada save health care money by making the patient wait? Yes it does! Is it costless? Not to the patient who is awaiting care! Rationing health care moves the costs "off budget" but they are still costs.

Non-cash aspects of the care

Page 11: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

A Model of Rationed Health Care and Private Markets

Key feature of NHS is that supply is presumably inelastic w.r.t. price.

If we allowed price to adjust to Pc, there is no excess demand.

At P*, however, there is excess demand, and to avoid long queues, people go to the private sector.

NHS

P

QN

Pc

P*

Dn

Sn

Qo Q*

What does “inelastic” mean?

What does “inelastic” mean?

Page 12: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

A Model of Rationed Health Care and Private Markets

People who didn’t value health more than Pc aren’t going to go to the private market, BUT

Some of those who are rationed out, value it at more than Pc, so they’ll go to the private market.

NHS Private

P P

QN QP

Pc

P*

Dn

SnPp

QpQo Q*

Dp Sp

Page 13: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

References

Anderson, Gerard F., Peter S. Hussey, Bianca K. Frogner, and Hugh R. Waters “Health Spending In The United States and The Rest Of The Industrialized World,” Health Affairs 24 (4) (2005): 903-914.

Anderson, Gerard F., Uwe E. Reinhardt, Peter S. Hussey, and Varduhi Petrosyan, “It’s The Prices, Stupid: Why The United States Is So Different From Other Countries,” Health Affairs 22 (3) (2003): 89-105.

Page 14: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Payment Mechanisms

D

Rents

Expenditures = Resource Costs

D

Expenditures = Resource Costs

Price

Q*Quantity

Price

Q*

P*

Price

Q*Quantity Quantity

S S S

Resource Costs

MR MC

a. Competitive c. Monopsonistic

Qb Qc

Bold outlines refer to total expenditures

Pb

Pc

b. Monopolistic

D

Economists often implicitly view expenditures in the context of perfectly competitive markets.

If valid, total health expenditures (the numerator of fraction of GDP going to health care, indicated by the box with bold outlines) accurately reflects resource costs P* of health care at the margin.

Page 15: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Payment Mechanisms

D

Rents

Expenditures = Resource Costs

D

Expenditures = Resource Costs

Price

Q*Quantity

Price

Q*

P*

Price

Q*Quantity Quantity

S S S

Resource Costs

MR MC

a. Competitive c. Monopsonistic

Qb Qc

Bold outlines refer to total expenditures

Pb

Pc

b. Monopolistic

D

Q < Q*;Expenditures higher

Q < Q*;Expenditures higher

Monopolists do MC = MR, able to raise prices above those in perfectly competitive markets thus earning “rents,” the excess of the prices actually received by sellers above the minimum prices the sellers would have to be paid to sell into the market.

Page 16: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Payment Mechanisms

D

Rents

Expenditures = Resource Costs

D

Expenditures = Resource Costs

Price

Q*Quantity

Price

Q*

P*

Price

Q*Quantity Quantity

S S S

Resource Costs

MR MC

a. Competitive c. Monopsonistic

Qb Qc

Bold outlines refer to total expenditures

Pb

Pc

b. Monopolistic

D

Q < Q*;Expenditures higher

Q < Q*;Expenditures higher

Resource costs (box defined by supply curve) are considerably less than the total expenditures, with the difference going as rents to providers. Qb < Q*, under competitive markets.

Page 17: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Payment Mechanisms

D

Rents

Expenditures = Resource Costs

D

Expenditures = Resource Costs

Price

Q*Quantity

Price

Q*

P*

Price

Q*Quantity Quantity

S S S

Resource Costs

MR MC

a. Competitive c. Monopsonistic

Qb Qc

Bold outlines refer to total expenditures

Pb

Pc

b. Monopolistic

D

Q < Q*;Expenditures lower

Q < Q*;Expenditures lower

Countries differ in the degree to which they reduce the supply side rent through the creation of market power on the buy (monopsony) side of the market.

Page 18: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Payment Mechanisms

D

Rents

Expenditures = Resource Costs

D

Expenditures = Resource Costs

Price

Q*Quantity

Price

Q*

P*

Price

Q*Quantity Quantity

S S S

Resource Costs

MR MC

a. Competitive c. Monopsonistic

Qb Qc

Bold outlines refer to total expenditures

Pb

Pc

b. Monopolistic

D

Q < Q*;Expenditures lower

Q < Q*;Expenditures lower

A single-payer system would be called a “pure monopsony.” Pure monopsonist who must pay increased resource costs to all supply factors, faces a market marginal cost curve, not unlike the monopolist’s marginal revenue curve.

Here, producer provides quantity Qc, but out of pocket resource costs are much smaller than others.

Page 19: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Payment Mechanisms

D

Rents

Expenditures = Resource Costs

D

Expenditures = Resource Costs

Price

Q*Quantity

Price

Q*

P*

Price

Q*Quantity Quantity

S S S

Resource Costs

MR MC

a. Competitive c. Monopsonistic

Qb Qc

Bold outlines refer to total expenditures

Pb

Pc

b. Monopolistic

D

Same DWL w/ monopoly or monopsony.

Same DWL w/ monopoly or monopsony.

A single-payer system would be called a “pure monopsony.” Pure monopsonist who must pay increased resource costs to all supply factors, faces a market marginal cost curve, not unlike the monopolist’s marginal revenue curve.

Here, producer provides quantity Qc, but out of pocket resource costs are much smaller than others.

Page 20: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Observations• In Canada, Europe, and Japan, more market

power is on the buy side. – In each of the Canadian provinces, for example, the health

insurance plans operated by the provincial governments constitute pure monopsonies: They purchase (pay for) all of the health services that are covered by the provincial health plan and used by the province’s residents.

• Even pure monopsonists are ultimately constrained by market forces on the supply side—that is, by the minimally acceptable prices of the providers of health care below which they will not supply their goods or services

• BUT monopsonistic buyers enjoy enough market clout to drive down the prices paid for health care and health care inputs fairly close to those reservation prices.

Page 21: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Observations

• In the U.S., although the Medicare and Medicaid programs do possess some monopsonistic purchasing power, and large private insurers may enjoy some degree of monopsony power in some localities, the highly fragmented buy side of the U.S. health system has been relatively weak by international standards.

• This is one factor, among others, that might explain the relatively high prices paid for health care and for health professionals in the United States.

Page 22: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Prices and Quantities

• For the United States, most measures of aggregate utilization such as physician visits per capita and hospital days per capita typically lag below the medians of other Western countries.

• Since spending is a product of both the goods and services used and their prices, this implies that much higher prices are paid in the United States than in other countries. But U.S. policymakers need to reflect on what Americans are getting for their greater health spending.

• Anderson et al (2003) conclude that the answer lies in the higher prices paid by U.S. health consumers.

Page 23: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Do waiting times make a difference?

If consumers in other countries must wait for procedures that US consumers can get immediately, then the international consumers are bearing waiting time costs that do not enter national accounts.

Anderson et al (2005) argue that the procedures for which waiting lists exist in some countries represent a small part of total health spending.

Using U.S. survey data, they calculated the amount of U.S. health spending accounted for by the fifteen procedures that account for most of the waiting lists in Australia, Canada, and the United Kingdom. Total spending for these procedures in 2001 was $21.9 billion, or only 3 percent of U.S. health spending in that year.

Page 24: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Medical Liability System• Mello and colleagues (2009) provided updated

analysis to address the claim that the U.S. medical liability system leads to unneeded care and extra expenses.

• They examine indemnity payments, administrative costs, and the identifiable hospital and physician costs due to defensive medicine. They estimate these costs to be $55.6 billion, in 2008 dollars, or about 2.4% of total health care spending.

• This leads to two inferences. – First, not all of these costs represent waste – some of them

almost certainly provide positive benefits to the patients, or appropriately deter potential malpractice.

– Second, even eliminating all defensive medicine would have only a minor impact on overall health care spending.

Page 25: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Goodman Paper - Estimating Equation

ln qh = 0 + 1 ln y + 2 ln ph + 3 ln po + u, (1)

qh is quantity of health services, y is an appropriate income per capita measure,

ph is the price of health services, and

po is the price of all other goods. Demand homogeneity implies that:

1 + 2 + 3 = 0. (2)Why? If income and all prices increase by α, then q should be

unchanged.1 2 3

1 2 3

1 2 3

0

0 ( )

oh

h o

ppq y

q y p p

How are expendituresrelated to incomes and prices?

b3 + b1 + b2 = 0b3 = -b1 - b2

Page 26: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Goodman Paper - Estimating Equation

ln qh = 0 + 1 ln y + 2 ln ph + 3 ln po + u, (1)

Then:

ln qh = 0 + 1 ln y + 2 ln ph + (- 1 -2 )ln po + u,

ln ph + ln qh = 0 + 1 ln y + (1 + 2) ln ph + (- 1 -2 )ln po + u,

ln eh = 0 + 1 (ln y – ln po) + ln ph + 2 (ln ph- ln po) + u,

ln eh – ln po = 0 + 1 (ln y – ln po) + (ln ph – ln po)+ 2 (ln ph- ln po) + u,

ln (eh/po) = 0 + 1 ln (y/po) + (1 + 2) ln (ph/po) + u. (3)

where ln eh = ln ph + ln qh.

Page 27: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Price ph is related to income

• In rich countries relative prices of nontraded goods (like health care) may be higher.– Kravis and Lipsey

think there may be higher productivity in traded goods sector.

– Bhagwati thinks there may be more capital intensive production in traded goods sector.

(1) (2) (3)

Constant -4.5005 -2.7492 -3.13170.7657 0.5552 0.6479

LY_PO 0.3997 0.1771 0.21220.0788 0.0580 0.0668

YR2 0.3209 0.31100.0588 0.0588

YR3 0.5939 0.57420.0589 0.0598

YR4 0.3869 0.36730.0589 0.0598

YR5 0.6361 0.61170.0620 0.0637

NHI 0.05100.0498

NHS 0.08550.0534

MIXED 0.0975

0.0492

MSE 0.2704 0.1820 0.1806

R2 0.1925 0.6476 0.6629

Adj R2 0.1850 0.6307 0.6362

Coefficients in boldStandard errors in roman

Page 28: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Table 3

• Pooled regressions.• Inclusion of price terms

reduces income elasticities, by a small amount

• R2 is pretty good at the outset. Yet adding more variables can be very useful.

• By standard criteria, the additions are significant.

• Toggle to spreadsheet.

(1) (2) (3) (4) (5)

Constant -7.4722 -6.8926 -6.3739 -6.0396 2.92820.5103 0.5779 0.5683 0.6710 2.1537

LY_PO 1.5037 1.4522 1.4326 1.3976 0.50010.0525 0.0576 0.0557 0.0654 0.2112

LPH_PO 0.1288 0.3720 0.3713 0.64800.0632 0.0903 0.0929 0.1906

YR2 -0.1907 -0.1837 -0.15470.0614 0.0620 0.0599

YR3 -0.2665 -0.2556 -0.16980.0762 0.0772 0.0781

YR4 -0.1160 -0.1054 -0.0280

0.0645 0.0654 0.0654YR5 -0.2708 -0.2557 -0.1641

0.0810 0.0822 0.0852NHI 0.0062 -10.1963

0.0467 2.6804NHS -0.0402 -10.7050

0.0505 2.3023

MIXED 0.0249 -6.7484

0.0468 2.5104

LPH_NHI -0.42710.1930

LPH_NHS -0.44870.2052

LPH_MIX -0.17900.2078

LY_NHI 1.00880.2654

LY_NHS 1.05850.2261

LY_MIX 0.67290.2463

MSE 0.1802 0.1776 0.1676 0.1686 0.1539

R2 0.8836 0.8880 0.9040 0.9057 0.9262

Page 29: Comparative Systems © Allen C. Goodman, 2014. Criticisms of U.S. System Gaps in Medicare, Medicaid The “uninsured,” approximately 50 million (almost one.

Impacts

• If we’re drawing a picture, can we do some analysis?

• Four types of systems

– Sickness fund (less control)

– National health insurance (more)

– National health service (more)

– Mixed system (less)

• Impacts seem small.• BUT if you look at

interactions, the impacts are substantive.

Ey 1.5037 1.4522 1.4326 1.3976 SICK 0.5001NHI 1.5089

NHS 1.5586MIX 1.1730

Ep -0.8712 -0.6280 -0.6287 SICK -0.3520NHI -0.7791NHS -0.8006MIX -0.5310

Impacts

NHI 1.0062 0.8758NHS 0.9606 0.8652Mixed 1.0252 0.9038Sickness 1.0000 1.0000

Coefficients in boldStandard errors in roman


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