VAN KAMPEN OHIO VALUE MUNICIPAL INCOME TRUST
N-30D, 2000-12-27
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<PAGE>   1

<TABLE>
<S>                                        <C>
                         Table of Contents

                                  OVERVIEW
                    LETTER TO SHAREHOLDERS       1
                         ECONOMIC SNAPSHOT       2

                       PERFORMANCE SUMMARY
                         RETURN HIGHLIGHTS       4

                     PORTFOLIO AT A GLANCE
                            CREDIT QUALITY       5
             TWELVE-MONTH DIVIDEND HISTORY       5
                          TOP FIVE SECTORS       6
          NET ASSET VALUE AND MARKET PRICE       6
          Q&A WITH YOUR PORTFOLIO MANAGERS       7
                         GLOSSARY OF TERMS      11

                            BY THE NUMBERS
                  YOUR TRUST'S INVESTMENTS      12
                      FINANCIAL STATEMENTS      15
             NOTES TO FINANCIAL STATEMENTS      20
            REPORT OF INDEPENDENT AUDITORS      23
                DIVIDEND REINVESTMENT PLAN      24
    TRUST OFFICERS AND IMPORTANT ADDRESSES      26
              RESULTS OF SHAREHOLDER VOTES      27
</TABLE>

Our generations
of money-
management
experience
may help you
pursue life's
true wealth.
              NOT FDIC INSURED  MAY LOSE VALUE  NO BANK GUARANTEE
<PAGE>   2

 OVERVIEW

LETTER TO SHAREHOLDERS
November 20, 2000

Dear Shareholder,

The first three quarters of 2000 proved to be especially volatile, with all of
the major markets declining in the spring and spending the following months
trying to recover. To manage one's portfolio during such unpredictable times
requires investment-management experience, and the following pages should give
you some insight into how we have performed in this difficult environment.

In this report, the portfolio managers will explain how your investment
performed during the reporting period and describe the strategies they used to
manage your trust during that span. The report will also show you how your
investment has performed over time. Helpful charts summarize the trust's largest
investments, and you can examine the complete portfolio to see all of your
trust's holdings as of the end of your trust's reporting period.

                  At Van Kampen, we place a high priority on providing you and
                  your financial advisor with the information you need to help
                  you monitor your investments during all types of markets. With
                  nearly four generations of investment-management experience,
                  we've been around long enough to understand that by investing
                  with Van Kampen you're entrusting us with much more than your
money. Your investments may help make it possible to afford your next house,
keep up with rising college costs, or enjoy a comfortable retirement.

No matter what your reasons for investing, we're thankful that you've chosen to
place your investments with Van Kampen. We will continue to apply our
generations of money-management experience to helping you pursue life's true
wealth.

Sincerely,

[SIG]
Richard F. Powers, III
President and CEO
Van Kampen Investments

                                        1
<PAGE>   3

ECONOMIC SNAPSHOT

ECONOMIC GROWTH
ECONOMIC GROWTH REMAINED RELATIVELY STRONG DURING THE REPORTING PERIOD,
UNDERPINNED BY LOW UNEMPLOYMENT AND RISING PRODUCTIVITY, YET THERE WERE SIGNS
THAT A HEALTHY SLOWDOWN WAS UNDERWAY. GROSS DOMESTIC PRODUCT, THE PRIMARY
MEASURE OF ECONOMIC GROWTH, INCREASED AT A 2.4 PERCENT ANNUALIZED RATE FOR THE
THIRD QUARTER OF 2000. FOLLOWING RELATIVELY MILD FIRST- AND SECOND-QUARTER DATA,
THIS THIRD-QUARTER FIGURE OFFERS FURTHER EVIDENCE THAT GROWTH MIGHT BE SETTLING
BACK TO A MORE MODERATE AND SUSTAINABLE PACE THAN ITS RAPID RATE IN LATE 1999.

CONSUMER SPENDING AND EMPLOYMENT
CONCERNS ABOUT INFLATION REMAINED AT BAY DUE IN PART TO A GRADUAL SLOWDOWN IN
CONSUMER SPENDING. RISING INTEREST RATES, HIGHER ENERGY COSTS, AND A
DISAPPOINTING STOCK MARKET BEGAN TO TEMPER RETAIL SALES, WHICH LEVELED OFF FROM
THE BLISTERING PACE OF LATE 1999 AND EARLY 2000. AND WHILE CONSUMER SPENDING WAS
BRISK, THE OVERALL TREND HAS BEEN DOWNWARD THIS YEAR.

THE JOBLESS RATE CONTINUED TO BE EXTREMELY LOW BY HISTORICAL STANDARDS, BUT A
RECENT DECLINE IN NEW JOB CREATION SUPPORTS THE POPULAR BELIEF THAT THE ECONOMY
IS MODERATING. ALTHOUGH EMPLOYER COSTS SUCH AS WAGES AND BENEFITS WERE RISING AT
THE END OF 1999 AND THE BEGINNING OF 2000, OVER THE PAST SIX MONTHS THE
EMPLOYMENT COST INDEX HAS SHOWN MARKED DECELERATION, WHICH SHOULD HELP EASE
INFLATION CONCERNS.

INTEREST RATES AND INFLATION
THE FEDERAL RESERVE BOARD (THE FED) RAISED INTEREST RATES FOUR TIMES DURING THE
LAST 12 MONTHS IN AN EFFORT TO WARD OFF INFLATION BY CURBING ECONOMIC GROWTH.
OVER THE SAME PERIOD, THE CONSUMER PRICE INDEX ROSE 3.5 PERCENT, WHICH INDICATED
THAT INFLATION GENERALLY REMAINS UNDER CONTROL.

THE FED HAS ACKNOWLEDGED THE RISK OF RISING INFLATION AND WILL STAY ON GUARD, AS
RISING ENERGY COSTS AND LOW UNEMPLOYMENT THREATEN TO PROPEL THIS FIGURE UPWARD
IN THE COMING MONTHS. AS LONG AS INFLATION IS CONTAINED AND THE PACE OF ECONOMIC
GROWTH REMAINS FAVORABLE, THE FED IS LIKELY TO HOLD INTEREST RATES STEADY IN THE
SHORT TERM, WHICH COULD HELP STABILIZE THE STOCK AND BOND MARKETS.

                                        2
<PAGE>   4

U.S. GROSS DOMESTIC PRODUCT

SEASONALLY ADJUSTED ANNUALIZED RATES
(September 30, 1998--September 30, 2000)
[BAR GRAPH]

<TABLE>
<CAPTION>
                                                                      U.S. GROSS DOMESTIC PRODUCT
                                                                      ---------------------------
<S>                                                           <C>
Sep 98                                                                           3.80
Dec 98                                                                           5.90
Mar 99                                                                           3.50
Jun 99                                                                           2.50
Sep 99                                                                           5.70
Dec 99                                                                           8.30
Mar 00                                                                           4.80
Jun 00                                                                           5.60
Sep 00                                                                           2.40
</TABLE>

Source: Bureau of Economic Analysis

INTEREST RATES AND INFLATION

(October 31, 1998--October 31, 2000)
[LINE GRAPH]

<TABLE>
<CAPTION>
                                                                       INTEREST RATES                       INFLATION
                                                                       --------------                       ---------
<S>                                                           <C>                                <C>
Oct 98                                                                      5.00                               1.50
                                                                            4.75                               1.50
                                                                            4.75                               1.60
Jan 99                                                                      4.75                               1.70
                                                                            4.75                               1.60
                                                                            4.75                               1.70
Apr 99                                                                      4.75                               2.30
                                                                            4.75                               2.10
                                                                            5.00                               2.00
Jul 99                                                                      5.00                               2.10
                                                                            5.25                               2.30
                                                                            5.25                               2.60
Oct 99                                                                      5.25                               2.60
                                                                            5.50                               2.60
                                                                            5.50                               2.70
Jan 00                                                                      5.50                               2.70
                                                                            5.75                               3.20
                                                                            6.00                               3.70
Apr 00                                                                      6.00                               3.00
                                                                            6.50                               3.10
                                                                            6.50                               3.70
Jul 00                                                                      6.50                               3.70
                                                                            6.50                               3.30
                                                                            6.50                               3.50
Oct 00                                                                      6.50                               3.50
</TABLE>

Interest rates are represented by the closing midline federal funds target rate
on the last day of each month. Inflation is indicated by the annual percent
change of the Consumer Price Index for all urban consumers at the end of each
month.

                                        3
<PAGE>   5

       PERFORMANCE SUMMARY

RETURN HIGHLIGHTS

(as of October 31, 2000)

<TABLE>
<S>                                                        <C>      <C>
-----------------------------------------------------------------------
AMEX Ticker Symbol                                              VOV
-----------------------------------------------------------------------
One-year total return based on market price(1)                4.64%
-----------------------------------------------------------------------
One-year total return based on NAV(2)                         4.74%
-----------------------------------------------------------------------
Distribution rate as a % of closing common stock
price(3)                                                      6.37%
-----------------------------------------------------------------------
Taxable-equivalent distribution rate as a % of closing
common stock price(4)                                        10.69%
-----------------------------------------------------------------------
Net asset value                                              $13.87
-----------------------------------------------------------------------
Closing common stock price                                 $12.0625
-----------------------------------------------------------------------
One-year high common stock price (09/05/00)                $13.1250
-----------------------------------------------------------------------
One-year low common stock price (03/16/00)                 $11.5625
-----------------------------------------------------------------------
Preferred share rate(5)                                       4.10%
-----------------------------------------------------------------------
</TABLE>

(1) Total return based on market price assumes an investment at the market price
    at the beginning of the period indicated, reinvestment of all distributions
    for the period in accordance with the Trust's dividend reinvestment plan,
    and sale of all shares at the closing common stock price at the end of the
    period indicated.

(2) Total return based on net asset value (NAV) assumes an investment at the
    beginning of the period indicated, reinvestment of all distributions for the
    period, and sale of all shares at the end of the period, all at NAV.

(3) Distribution rate represents the monthly annualized distributions of the
    Trust at the end of the period and not the earnings of the Trust.

(4) The taxable-equivalent distribution rate is calculated assuming a 40.4%
    combined federal and state income tax bracket, which takes into
    consideration the deductibility of individual state taxes paid.

(5) See "Notes to Financial Statements" footnote #4, for more information
    concerning Preferred Share reset periods.

    A portion of the interest income may be taxable for those investors subject
    to the federal alternative minimum tax (AMT).

    Past performance is no guarantee of future results. Investment return, stock
    price and net asset value will fluctuate with market conditions. Trust
    shares, when sold, may be worth more or less than their original cost.

                                        4
<PAGE>   6

                                                 PORTFOLIO AT A GLANCE

CREDIT QUALITY

(as a percentage of long-term investments)

<TABLE>
<CAPTION>
As of October 31, 2000
<S>                    <C>     <C>
- AAA/Aaa............  58.5%
- AA/Aa..............  10.9%
- A/A................  14.1%
- BBB/Baa............  14.1%
- Non-Rated..........   2.4%
                                     [PIE CHART]
<CAPTION>
As of October 31, 1999
<S>                    <C>     <C>
- AAA/Aaa............  64.4%
- AA/Aa..............   4.0%
- A/A................  12.6%
- BBB/Baa............  15.7%
- Non-Rated..........   3.3%
                                     [PIE CHART]
</TABLE>

Based upon the highest credit quality ratings as issued by Standard & Poor's or
Moody's, respectively.

TWELVE-MONTH DIVIDEND HISTORY

(for the period ended October 31, 2000, for common shares)
[BAR GRAPH]

<TABLE>
<CAPTION>
                                                                               DIVIDENDS
                                                                               ---------
<S>                                                           <C>
11/99                                                                            0.061
12/99                                                                            0.061
1/00                                                                             0.061
2/00                                                                             0.061
3/00                                                                             0.064
4/00                                                                             0.064
5/00                                                                             0.064
6/00                                                                             0.064
7/00                                                                             0.064
8/00                                                                             0.064
9/00                                                                             0.064
10/00                                                                            0.064
</TABLE>

The dividend history represents past performance of the trust and is no
guarantee of the trust's future dividends.

                                        5
<PAGE>   7

TOP FIVE SECTORS

(as a percentage of long-term investments)

[INVESTMENT PERFORMANCE GRAPH]

<TABLE>
<CAPTION>
                                                                      OCTOBER 31, 2000                   OCTOBER 31, 1999
                                                                      ----------------                   ----------------
<S>                                                           <C>                                <C>
Health Care                                                                26.90                              25.20
Public Building                                                            16.20                               9.30
Public Education                                                           13.70                              13.10
General Purpose                                                             9.40                               9.40
Transportation                                                              8.90                               8.50
</TABLE>

NET ASSET VALUE AND MARKET PRICE

(based upon quarter-end values--April 1993 through October 2000)

[INVESTMENT PERFORMANCE GRAPH]

<TABLE>
<CAPTION>
                                                                      NET ASSET VALUE                      MARKET PRICE
                                                                      ---------------                      ------------
<S>                                                           <C>                                <C>
4/93                                                                      14.8400                            15.0000
                                                                          15.1000                            14.6250
                                                                          15.6200                            15.0000
12/93                                                                     15.7300                            14.0000
                                                                          13.4900                            13.2500
                                                                          13.3100                            12.6250
                                                                          12.9900                            11.1250
12/94                                                                     12.4000                            11.2500
                                                                          13.6000                            12.2500
                                                                          13.7800                            11.7500
                                                                          14.0200                            11.5000
12/95                                                                     14.7700                            11.8750
                                                                          14.1000                            11.7500
                                                                          13.9500                            11.5000
                                                                          14.3000                            11.3750
12/96                                                                     14.5900                            11.6250
                                                                          14.2500                            11.5000
                                                                          14.7000                            12.3750
                                                                          15.1000                            12.7500
12/97                                                                     15.4400                            13.6250
                                                                          15.4200                            13.8750
                                                                          15.4600                            13.8750
                                                                          15.8600                            13.9375
12/98                                                                     15.6200                            14.3750
                                                                          15.4700                            14.1250
                                                                          14.7900                            13.6875
                                                                          14.3300                            13.0000
12/99                                                                     13.8300                            12.1250
                                                                          13.9800                            12.0625
                                                                          13.9800                            12.5000
                                                                          14.2200                            12.8125
10/00                                                                     13.8700                            12.0625
</TABLE>

The solid line above represents the trust's net asset value (NAV), which
indicates overall changes in value among the trust's underlying securities. The
trust's market price is represented by the dashed line, which indicates the
price the market is willing to pay for shares of the trust at a given time.
Market price is influenced by a range of factors, including supply and demand
and market conditions.

                                        6
<PAGE>   8

                                                                         [PHOTO]

Q&A WITH YOUR PORTFOLIO MANAGERS

WE RECENTLY SPOKE WITH THE PORTFOLIO MANAGER OF THE VAN KAMPEN OHIO VALUE
MUNICIPAL INCOME TRUST ABOUT THE KEY EVENTS AND ECONOMIC FORCES THAT SHAPED THE
MARKETS AND INFLUENCED THE TRUST'S RETURN DURING THE 12 MONTHS ENDED OCTOBER 31,
2000. TIMOTHY D. HANEY, PORTFOLIO MANAGER, HAS MANAGED THE TRUST SINCE 1995 AND
HAS WORKED IN THE INVESTMENT INDUSTRY SINCE 1988. THE FOLLOWING DISCUSSION
REFLECTS HIS VIEWS ON THE TRUST'S PERFORMANCE.

Q   WHAT WERE THE MOST IMPORTANT
    DEVELOPMENTS IN THE FIXED-INCOME MARKETS AND HOW DID THE TRUST PERFORM
    DURING THE REPORTING PERIOD?

A   The key factor in the market's
behavior during the past fiscal year has been generally rising interest rates,
especially at the short end of the maturity spectrum. This rate environment
stemmed from the Federal Reserve Board's commitment to keeping inflation in
check by ratcheting up short-term interest rates whenever the economy threatened
to overheat and push the prices of goods and services higher. In fact, the Fed
increased short-term rates four times during the reporting period, with the last
hike occurring in May 2000.

    The strength of the economy, and the accompanying Federal Reserve activity,
caused interest rates to rise across the board for the first half of the
reporting period. In the spring of 2000, the bond market rallied as investors
began to anticipate an end to the Fed's rate-tightening cycle. By the end of
October, short-term rates remained high, but rates in the intermediate to long
maturity segments of the market had actually declined from the levels we had
seen at the start of the reporting period.

    Because the trust is leveraged, higher short-term rates placed pressure on
the trust's dividend, as the increased cost of borrowing cut into the fund's
earnings. However, the relatively high long-term rates that prevailed for part
of the reporting period allowed the trust to add new holdings at attractive
yields, partially offsetting the decline in income that occurred as short-term
rates climbed.

    After the steady increase in short-term interest rates over the past year,
we have seen a more stable environment in recent months, as the Fed has reacted
to slower economic growth, more efficient workforce output, and moderate price
gains by keeping target lending rates unchanged. The inflation rate, as measured
by the consumer price index, peaked in March 2000 at 3.8 percent and has since
dropped back below the 3 percent level.

                                        7
<PAGE>   9

    At the state level, Ohio's "rust belt" economy remains solid, though not
spectacular. The state's unemployment rate has generally tracked the national
rate, and the economy continues to diversify away from manufacturing, led by the
surging tourism and service sectors.

    Supply in the Ohio municipal market was down for the fiscal year, as higher
interest rates have made it unattractive for municipalities to retire existing
debt. At the same time, strong economic activity has allowed many municipalities
to generate a budget surplus, enabling them to cover spending that would
normally require municipal bond financing. The state budget, for example, has
been bolstered by revenues that are more than $500 million above original
estimates. This strong showing stemmed largely from larger-than-expected sales,
use tax, and personal income tax receipts.

    Because demand has remained strong, the lack of new issuance in the primary
market helped support bond prices, although the somewhat limited selection of
available securities required us to be very selective in choosing new bonds for
the trust's portfolio. In many cases, we found attractive values in the
secondary market, buying and selling bonds that have been in the market for a
while.

    The trust continued to provide shareholders with an attractive level of
income. Its monthly dividend of $0.064 per share, which was increased from
$0.061 per share in March 2000, translates to a distribution rate of 6.37
percent based on the trust's closing market price on October 31, 2000. Because
income from the trust is exempt from federal and state income taxes, this
distribution rate is equivalent to a yield of 10.69 percent for an investor in
the 40.4 percent combined federal and state income tax bracket.

    For the 12 months through October 31, 2000, the trust produced a total
return of 4.64 percent based on market price. At the same time, the trust's
market price decreased from $12.2500 per share on October 31, 1999, to $12.0625
per share on October 31, 2000. Of course, past performance is no guarantee of
future results. As a result of recent market activity, current performance may
vary from the figures shown. By comparison, the Lehman Brothers Ohio Municipal
Bond Index posted a total return of 7.53 percent for the same period. This
broad-based, unmanaged index, which reflects the general performance of Ohio
municipal securities with maturities greater than five years, does not reflect
any commissions or fees that would be paid by an investor purchasing the
securities it represents. Such costs would lower the performance of the index.
It is not possible to invest directly in an index. For additional performance
results, please refer to the chart and footnotes on page 4.

Q   HOW DID YOU REACT TO THE
    MARKET CONDITIONS YOU ENCOUNTERED IN MANAGING THE TRUST?

A   Much of the activity in the trust's
portfolio during the reporting period was guided by a strategic direction we
adopted in February of 2000 and had largely implemented by the end of March. It
was our goal to lengthen the

                                        8
<PAGE>   10

duration of the portfolio (a measure of its sensitivity to changes in interest
rates) so that it more closely mirrored the benchmark indicators we use to gauge
the trust's performance. At the time, we felt the market had solid upside
potential, and a longer duration would allow the trust to more fully participate
in the gains of the market if it rallied over time.

    As we began implementing this strategy, we caught the market at a good time.
Early in the year, the market presented us with attractive yields on
long-duration securities, particularly those priced at deep discounts. We
purchased some of these bonds and sold prerefunded securities and bonds with
short calls--many of which were scheduled to be called or refunded within the
next year or two. In effect, this strategy helped capture additional par value
and the potential for capital appreciation, all while achieving the desired
effect of extending the portfolio's duration. This strategy was a positive in
terms of the trust's performance, especially during the market rally that
occurred in the second and third quarters of 2000.

Q   HOW DID THIS STRATEGY AFFECT THE
    COMPOSITION OF THE PORTFOLIO?

A   As we extended the trust's
duration, we sold short-duration, high-coupon bonds and bought long-duration
discount bonds. The net effect was to make the trust more responsive to changes
in interest rates.

    Over the course of the reporting period, the portfolio composition came to
reflect these activities, as the trust's weighted average maturity increased by
over 2 years, to 16.4 years. The trust's allocation to AAA bonds declined by 5.9
percent (down to 58.5 percent), while its AA allocation increased by 6.9 percent
and its A rated allocation increased by 1.5 percent.

Q   WHAT WERE THE MOST SIGNIFICANT
    CHALLENGES YOU FACED IN MANAGING THE TRUST?

A   The Ohio municipal market was
rather quiet relative to the general municipal market, so we didn't see much
state-specific activity. However, one of the trust's holdings, an air quality
bond issued by Owens Corning, declined sharply during the period. Owens Corning
was hit hard by the reopening of asbestos-related damage claims, which the firm
settled via a bankruptcy filing. The resulting drop in value of these bonds was
a significant factor in the trust's underperformance relative to its peer group.
We liquidated this position just prior to the end of the reporting period.

Q   WHAT DO YOU SEE AHEAD FOR
    THE ECONOMY AND THE MUNICIPAL MARKET?

A   The outlook for the municipal
bond market will be closely tied to the prospects of the U.S. economy and the
Fed's reaction to key economic indicators. While interest rates have been fairly
steady of late, the Fed's next move will be based on whether inflation shows
signs of heating up. We believe inflation appears to be under control at this
time, but the Fed will be watching economic growth statistics, the labor market,
and the prices of key

                                        9
<PAGE>   11

commodities, such as crude oil, for signs of inflationary pressures.

    Clearly, the direction of interest rates will be determined by the Fed's
reaction to inflationary signals, so we feel it would be imprudent to make a bet
on the direction of interest rates in terms of how we position the trust.
Consequently, we will seek to maintain a neutral stance with respect to the
portfolio's duration in the near term.

    We believe the demand for municipal securities should remain healthy. This
will hopefully bode well for the trust, although it will be competing with a
range of investment options, such as individual bonds, mutual funds, and managed
accounts, for investor assets. Also, the stock market may continue to attract
assets away from bonds, depending on its return prospects and price volatility.

    Bond supply should remain tight, helping to support prices, as
municipalities continue to operate with budget surpluses that can be used for
construction projects, education funding, road improvements, and other
expenditures typically financed by new bond issuance. Still, Ohio's large
manufacturing sector will continue to leave the state economy vulnerable to a
significant slowdown in the national economy. As always, we will monitor key
market factors closely, including the impact of electric utility deregulation,
increased demands for school funding, and ongoing profit pressures in the
health-care sector.

    We will continue to search for securities that have the potential to enhance
the trust's long-term performance. If our analysis indicates that it would be
advantageous to sell certain bonds--or as bonds are prerefunded, mature
according to schedule, or are called from the portfolio--we will strive to
replace them with bonds that offer the best relative value available at the
time.

                                       10
<PAGE>   12

GLOSSARY OF TERMS

A HELPFUL GUIDE TO SOME OF THE COMMON TERMS YOU'RE LIKELY TO SEE IN THIS REPORT
AND OTHER FINANCIAL PUBLICATIONS.

CALL FEATURE: Allows a bond issuer to buy back a bond on specific dates at set
prices before the bond's maturity date. These dates and prices are set when the
bond is issued. To compensate the bondholder for the potential loss of income
and ownership, a bond's call price is usually higher than the face value of the
bond. Bonds are usually called when interest rates drop so significantly that
the issuer can save money by issuing new bonds at lower rates.

DISCOUNT BOND: A bond whose market price is lower than its face value (or "par
value"). Because bonds usually mature at face value, a discount bond has more
potential to appreciate in price than a par bond does.

DURATION: A measure of the sensitivity of a bond's price to changes in interest
rates, expressed in years. Each year of duration represents an expected 1
percent change in the price of a bond for every 1 percent change in interest
rates. The longer a bond's duration, the greater the effect of interest-rate
movements on its price. Typically, funds with shorter durations perform better
in rising-rate environments, while funds with longer durations perform better
when rates decline.

MATURITY LENGTH: The time it takes for a bond to mature. A bond issued in 1999
and maturing in 2009 is a 10-year bond. Typically, short-term bonds mature in
five years or less, intermediate-term bonds mature in five to ten years, and
long-term bonds mature after ten years.

PREREFUNDING: The process of issuing new bonds to refinance an outstanding bond
issue prior to its maturity or call date. The proceeds from the new bonds are
generally invested in U.S. government securities. Prerefunding typically occurs
when interest rates decline and an issuer replaces its higher-yielding bonds
with current lower-yielding issues.

SECONDARY MARKET: A market where securities are traded after they are initially
offered.

YIELD SPREAD: The additional yield investors can earn by either investing in
bonds with longer maturities or by investing in bonds with lower credit ratings.
The spread is the difference in yield between bonds with short versus long
maturities or the difference in yield between high-quality bonds and
lower-quality bonds.

                                       11
<PAGE>   13

                        BY THE NUMBERS

YOUR TRUST'S INVESTMENTS

October 31, 2000
THE FOLLOWING PAGES DETAIL YOUR TRUST'S PORTFOLIO OF INVESTMENTS AT THE END OF
THE REPORTING PERIOD.

<TABLE>
<CAPTION>
PAR
AMOUNT                                                                         MARKET
(000)     DESCRIPTION                                   COUPON    MATURITY      VALUE
<C>       <S>                                           <C>       <C>        <C>
          MUNICIPAL BONDS  97.1%
          OHIO  86.7%
$1,000    Akron Bath Copley, OH Jt Twp Hosp Dist Rev
          Summa Hosp Ser A.............................  5.375%   11/15/18   $   834,030
 1,000    Akron, OH Ctfs Partn Akron Muni Baseball
          Stadium Proj (a)............................. 0/6.900   12/01/16       991,350
   620    Batavia, OH Loc Sch Dist Rfdg (MBIA Insd)....  5.625    12/01/22       635,010
   845    Beavercreek, OH Cap Apprec (MBIA Insd).......   *       02/01/21       264,282
 1,000    Cleveland Cuyahoga Cnty, OH Port Auth Rev Dev
          Port Cleveland Bond Fd Ser A.................  5.800    05/15/27       905,000
 1,500    Cleveland, OH Arpt Sys Rev Ser A (FGIC Insd)
          (c)..........................................  5.700    01/01/06     1,557,885
 1,250    Cleveland, OH Pub Pwr Sys Rev First Mtg Ser A
          (Prerefunded @ 11/15/04) (MBIA Insd).........  7.000    11/15/24     1,385,337
 1,000    Crawford Cnty, OH Rfdg (AMBAC Insd)..........  4.750    12/01/19       900,100
 1,000    Cuyahoga Cnty, OH Hosp Rev Impt Metrohealth
          Sys Proj.....................................  6.150    02/15/29       982,130
 1,000    Cuyahoga Cnty, OH Multi-Family Rev Dalebridge
          Apts (GNMA Collateralized)...................  6.500    10/20/20     1,026,400
   400    Cuyahoga Cnty, OH Multi-Family Rev Hsg Wtr
          Str Assoc (GNMA Collateralized)..............  6.150    12/20/26       405,580
 1,225    Fairfield, OH City Sch Dist (FGIC Insd)......  7.200    12/01/12     1,382,952
 1,000    Franklin Cnty, OH Rev Mtg Seton Square North
          Proj.........................................  6.150    10/01/18     1,014,760
   250    Gateway Econ Dev Corp Gtr Cleveland, OH
          Excise Tax Rev Sr Lien Ser A (FSA Insd)......  6.875    09/01/05       259,193
 1,000    Greene Cnty Ohio Swr Sys Rev Govtl Enterprise
          (AMBAC Insd).................................  5.625    12/01/25     1,005,680
 1,000    Guernsey Cnty, OH Pub Impt (AMBAC Insd)......  6.200    12/01/11     1,049,590
 1,000    Hamilton Cnty, OH Sales Tax Hamilton Cnty
          Football Proj Ser A (MBIA Insd)..............  4.750    12/01/27       865,710
 2,025    Hamilton Cnty, OH Sales Tax Sub Ser B (AMBAC
          Insd) (b)....................................   *       12/01/23       545,940
 1,000    Hilliard, OH Sch Dist Ser A (FGIC Insd)......  5.000    12/01/20       943,680
 1,000    Lakota, OH Loc Sch Dist (AMBAC Insd).........  7.000    12/01/09     1,166,390
 1,000    Liberty, OH Cmnty Recreation Cent............  5.625    12/01/22     1,014,550
</TABLE>

                                               See Notes to Financial Statements

                                       12
<PAGE>   14

YOUR TRUST'S INVESTMENTS

October 31, 2000

<TABLE>
<CAPTION>
PAR
AMOUNT                                                                         MARKET
(000)     DESCRIPTION                                   COUPON    MATURITY      VALUE
<C>       <S>                                           <C>       <C>        <C>
          OHIO (CONTINUED)
$  900    Logan Cnty, OH...............................  6.250%   12/01/14   $   962,136
 1,000    Lorain Cnty, OH Hosp Rev Catholic Hlthcare
          Partners Ser B Rfdg (MBIA Insd)..............  5.625    09/01/15     1,022,250
 1,000    Lorain Cnty, OH Hosp Rev EMH Regl Med Cent
          Rfdg (AMBAC Insd)............................  7.750    11/01/13     1,133,350
   410    Marion Cnty, OH Hosp Impt Rev Cmnty Hosp
          Rfdg.........................................  6.375    05/15/11       399,725
 1,000    Miami Cnty, OH Hosp Fac Rev Rfdg & Impt Upper
          Vly Med Cent Ser C...........................  6.250    05/15/13       934,090
 1,000    Miami Cnty, OH Hosp Fac Rev Upper Vly Med
          Cent Proj Ser A (MBIA Insd)..................  6.500    05/01/21     1,027,220
 1,000    Montgomery Cnty, OH Hosp Rev Grandview Hosp &
          Med Cent Rfdg (Prerefunded @ 12/01/09).......  5.600    12/01/11     1,056,410
 2,000    Montgomery Cnty, OH Rev Catholic Hlth
          Initiatives..................................  6.000    12/01/26     2,022,520
 1,000    Ohio Hsg Fin Agy Single Family Mtg Rev
          (Prerefunded @ 01/15/14).....................   *       01/15/15       448,860
 1,500    Ohio St Bldg Auth St Fac Adult Correctional
          Bldg Fund Ser A (MBIA Insd)..................  6.000    10/01/08     1,579,545
 1,000    Ohio St Bldg Auth St Fac Adult Correctional
          Bldg Fund Ser A (MBIA Insd)..................  5.900    10/01/12     1,043,580
   410    Ohio St Econ Dev Rev ABS Ind Inc Proj........  6.000    06/01/04       419,500
 1,000    Ohio St Wtr Dev Auth Solid Waste Disp Rev....  6.300    09/01/20     1,028,290
   700    Parma, OH Hosp Impt Rev Parma Cmnty Gen Hosp
          Assoc Rfdg...................................  5.375    11/01/29       593,005
   500    University Toledo, OH Genl Recpt (FGIC
          Insd)........................................  4.750    06/01/20       447,625
                                                                             -----------
                                                                              33,253,655
                                                                             -----------
          PUERTO RICO  7.7%
   700    Puerto Rico Comwlth Hwy & Tran Auth Hwy Rev
          Ser V Rfdg...................................  6.375    07/01/08       727,328
 1,500    Puerto Rico Comwlth Hwy & Tran Auth Hwy Rev
          Ser Y Rfdg (FSA Insd)........................  6.250    07/01/21     1,686,660
   500    Puerto Rico Elec Pwr Auth Pwr Rev Ser T......  6.125    07/01/09       533,100
                                                                             -----------
                                                                               2,947,088
                                                                             -----------
</TABLE>

See Notes to Financial Statements

                                       13
<PAGE>   15

YOUR TRUST'S INVESTMENTS

October 31, 2000

<TABLE>
<CAPTION>
PAR
AMOUNT                                                                         MARKET
(000)     DESCRIPTION                                   COUPON    MATURITY      VALUE
<C>       <S>                                           <C>       <C>        <C>
          U. S. VIRGIN ISLANDS  2.7%
$1,000    Virgin Islands Pub Fin Auth Rev Gross Rcpts
          Ln Nt Ser A..................................  6.375%   10/01/19   $ 1,028,040
                                                                             -----------

TOTAL LONG-TERM INVESTMENTS  97.1%
  (Cost $35,953,971)......................................................    37,228,783

SHORT-TERM INVESTMENTS  2.1%
  (Cost $800,000).........................................................       800,000
                                                                             -----------

TOTAL INVESTMENTS  99.2%
  (Cost $36,753,971)......................................................    38,028,783
OTHER ASSETS IN EXCESS OF LIABILITIES  0.8%...............................       293,105
                                                                             -----------

NET ASSETS  100.0%........................................................   $38,321,888
                                                                             ===========
</TABLE>

 * Zero coupon bond

(a) Security is a "Step-up" bond where the coupon increases or steps up at a
    predetermined rate.

(b) Securities purchased on a when-issued or delayed delivery basis.

(c) Assets segregated as collateral for when-issued or delayed delivery purchase
    commitments.

AMBAC--AMBAC Indemnity Corporation
FGIC--Financial Guaranty Insurance Company
FSA--Financial Security Assurance Inc.
GNMA--Government National Mortgage Association
MBIA--Municipal Bond Investors Assurance Corp.

                                               See Notes to Financial Statements

                                       14
<PAGE>   16

FINANCIAL STATEMENTS
Statement of Assets and Liabilities
October 31, 2000

<TABLE>
<S>                                                           <C>
ASSETS:
Total Investments (Cost $36,753,971)........................  $38,028,783
Cash........................................................       76,678
Receivables:
  Interest..................................................      748,488
  Investments Sold..........................................      215,000
Other.......................................................        2,393
                                                              -----------
    Total Assets............................................   39,071,342
                                                              -----------
LIABILITIES:
Payables:
  Investments Purchased.....................................      540,533
  Investment Advisory Fee...................................       21,162
  Administrative Fee........................................        6,512
  Affiliates................................................        5,769
  Income Distributions--Preferred Shares....................        3,370
Trustees' Deferred Compensation and Retirement Plans........      107,247
Accrued Expenses............................................       64,861
                                                              -----------
    Total Liabilities.......................................      749,454
                                                              -----------
NET ASSETS..................................................  $38,321,888
                                                              ===========
NET ASSETS CONSIST OF:
Preferred Shares ($.01 par value, authorized 100,000,000
  shares, 600 issued with liquidation preference of $25,000
  per share)................................................  $15,000,000
                                                              -----------
Common Shares ($.01 par value with an unlimited number of
  shares authorized, 1,681,438 shares issued and
  outstanding)..............................................       16,814
Paid in Surplus.............................................   24,466,994
Net Unrealized Appreciation.................................    1,274,812
Accumulated Undistributed Net Investment Income.............      169,929
Accumulated Net Realized Loss...............................   (2,606,661)
                                                              -----------
    Net Assets Applicable to Common Shares..................   23,321,888
                                                              -----------
NET ASSETS..................................................  $38,321,888
                                                              ===========
NET ASSET VALUE PER COMMON SHARE ($23,321,888 divided by
  1,681,438 shares outstanding).............................  $     13.87
                                                              ===========
</TABLE>

See Notes to Financial Statements

                                       15
<PAGE>   17

Statement of Operations
For the Year Ended October 31, 2000

<TABLE>
<S>                                                           <C>
INVESTMENT INCOME:
Interest....................................................  $2,290,715
                                                              ----------
EXPENSES:
Investment Advisory Fee.....................................     249,719
Administrative Fee..........................................      76,838
Preferred Share Maintenance.................................      44,427
Trustees' Fees and Related Expenses.........................      19,299
Legal.......................................................       8,442
Custody.....................................................       4,423
Other.......................................................      91,612
                                                              ----------
    Total Expenses..........................................     494,760
    Less: Credits Earned on Cash Balances...................         239
                                                              ----------
    Net Expenses............................................     494,521
                                                              ----------
NET INVESTMENT INCOME.......................................  $1,796,194
                                                              ==========
REALIZED AND UNREALIZED GAIN/LOSS:
Net Realized Loss...........................................  $ (799,416)
                                                              ----------
Unrealized Appreciation/Depreciation:
  Beginning of the Period...................................     602,156
  End of the Period.........................................   1,274,812
                                                              ----------
Net Unrealized Appreciation During the Period...............     672,656
                                                              ----------
NET REALIZED AND UNREALIZED LOSS............................  $ (126,760)
                                                              ==========
NET INCREASE IN NET ASSETS FROM OPERATIONS..................  $1,669,434
                                                              ==========
</TABLE>

                                               See Notes to Financial Statements

                                       16
<PAGE>   18

Statement of Changes in Net Assets
For the Years Ended October 31, 2000 and 1999

<TABLE>
<CAPTION>
                                                        YEAR ENDED          YEAR ENDED
                                                     OCTOBER 31, 2000    OCTOBER 31, 1999
                                                     ------------------------------------
<S>                                                  <C>                 <C>
FROM INVESTMENT ACTIVITIES:
Operations:
Net Investment Income...............................   $ 1,796,194         $ 1,683,653
Net Realized Loss...................................      (799,416)           (169,141)
Net Unrealized Appreciation/Depreciation During the
  Period............................................       672,656          (2,776,590)
                                                       -----------         -----------
Change in Net Assets from Operations................     1,669,434          (1,262,078)
                                                       -----------         -----------

Distributions from Net Investment Income:
  Common Shares.....................................    (1,270,775)         (1,188,688)
  Preferred Shares..................................      (585,458)           (477,695)
                                                       -----------         -----------
Total Distributions.................................    (1,856,233)         (1,666,383)
                                                       -----------         -----------

NET CHANGE IN NET ASSETS FROM INVESTMENT
  ACTIVITIES........................................      (186,799)         (2,928,461)
NET ASSETS:
Beginning of the Period.............................    38,508,687          41,437,148
                                                       -----------         -----------
End of the Period (Including accumulated
  undistributed net investment income of $169,929
  and $229,968 respectively)........................   $38,321,888         $38,508,687
                                                       ===========         ===========
</TABLE>

See Notes to Financial Statements

                                       17
<PAGE>   19

Financial Highlights
THE FOLLOWING SCHEDULE PRESENTS FINANCIAL HIGHLIGHTS FOR ONE COMMON SHARE OF THE
TRUST OUTSTANDING THROUGHOUT THE PERIODS INDICATED.

<TABLE>
<CAPTION>

                                                       ------------------------------
                                                         2000       1999       1998
                                                       ------------------------------
<S>                                                    <C>        <C>        <C>
NET ASSET VALUE, BEGINNING OF THE PERIOD (A).........  $  13.98   $  15.72   $  15.16
                                                       --------   --------   --------
  Net Investment Income..............................      1.07       1.00        .99
  Net Realized and Unrealized Gain/Loss..............      (.08)     (1.75)       .56
                                                       --------   --------   --------
Total from Investment Operations.....................       .99       (.75)      1.55
                                                       --------   --------   --------
Less:
  Distributions from Net Investment Income:
    Paid to Common Shareholders......................       .75        .71        .70
    Common Share Equivalent of Distributions Paid to
      Preferred Shareholders.........................       .35        .28        .29
  Distributions from Net Realized Gain:
    Paid to Common Shareholders......................       -0-        -0-        -0-
    Common Share Equivalent of Distributions Paid to
      Preferred Shareholders.........................       -0-        -0-        -0-
                                                       --------   --------   --------
Total Distributions..................................      1.10        .99        .99
                                                       --------   --------   --------
NET ASSET VALUE, END OF THE PERIOD...................     13.87   $  13.98   $  15.72
                                                       ========   ========   ========

Market Price Per Share at End of the Period..........  $12.0625   $12.2500   $13.9375
Total Investment Return at Market Price (b)..........     4.64%     -7.52%     13.24%
Total Return at Net Asset Value (c)..................     4.74%     -6.80%      8.47%
Net Assets at End of the Period (In millions)........  $   38.3   $   38.5   $   41.4
Ratio of Expenses to Average Net Assets Applicable to
  Common Shares**....................................     2.11%      2.06%      2.12%
Ratio of Net Investment Income to Average
  Net Assets Applicable to Common Shares (d).........     5.17%      4.74%      4.51%
Portfolio Turnover...................................       20%        17%        18%
 * Non-Annualized
** Ratio of Expenses to Average Net Assets Including
   Preferred Shares..................................     1.29%      1.29%      1.34%
</TABLE>

(a) Net Asset Value at April 30, 1993, is adjusted for common and preferred
    share offering costs of $.417 per common share.

(b) Total return based on market price assumes an investment at the market price
    at the beginning of the period indicated, reinvestment of all distributions
    for the period in accordance with the Trust's dividend reinvestment plan,
    and sale of all shares at the closing common stock price at the end of the
    period indicated.

(c) Total return based on net asset value (NAV) assumes an investment at the
    beginning of the period indicated, reinvestment of all distributions for the
    period, and sale of all shares at the end of the period, all at NAV.

(d) Net Investment Income is adjusted for the common share equivalent of
    distributions paid to preferred shareholders.

                                       18
<PAGE>   20

<TABLE>
<CAPTION>
                                               APRIL 30, 1993
                                               (COMMENCEMENT
YEAR ENDED OCTOBER 31,                         OF INVESTMENT
-------------------------------------------    OPERATIONS) TO
       1997      1996      1995      1994     OCTOBER 31, 1993
--------------------------------------------------------------
<S>  <C>        <C>       <C>       <C>       <C>
     $  14.48   $ 14.32   $ 12.36   $ 15.60       $ 14.58
     --------   -------   -------   -------       -------
          .99      1.00       .98      1.01           .38
          .64       .09      2.02     (3.25)          .95
     --------   -------   -------   -------       -------
         1.63      1.09      3.00     (2.24)         1.33
     --------   -------   -------   -------       -------
          .66       .64       .71       .77           .25
          .29       .29       .33       .22           .06
          -0-       -0-       -0-       .01           -0-
          -0-       -0-       -0-       -0-           -0-
     --------   -------   -------   -------       -------
          .95       .93      1.04      1.00           .31
     --------   -------   -------   -------       -------
     $  15.16   $ 14.48   $ 14.32   $ 12.36       $ 15.60
     ========   =======   =======   =======       =======

     $12.9375   $11.750   $11.750   $11.125       $14.875
       16.19%     5.55%    12.04%   -20.59%          .89%*
        9.51%     5.74%    22.18%   -16.26%         5.75%*
     $   40.5   $  39.3   $  39.1   $  35.8       $  41.2
        2.23%     2.29%     2.39%     2.20%         2.13%
        4.78%     4.95%     4.89%     5.57%         4.19%
          17%       41%       45%       56%           17%*
        1.39%     1.41%     1.44%     1.35%         1.60%
</TABLE>

See Notes to Financial Statements

                                       19
<PAGE>   21

NOTES TO
FINANCIAL STATEMENTS

October 31, 2000

1. SIGNIFICANT ACCOUNTING POLICIES

Van Kampen Ohio Value Municipal Income Trust (the "Trust") is registered as a
non-diversified, closed-end management investment company under the Investment
Company Act of 1940, as amended. The Trust's investment objective is to provide
a high level of current income exempt from federal and Ohio income taxes,
consistent with preservation of capital. The Trust will invest substantially all
of its assets in Ohio municipal securities rated investment grade at the time of
investment. The Trust commenced investment operations on April 30, 1993.

    The following is a summary of significant accounting policies consistently
followed by the Trust in the preparation of its financial statements. The
preparation of financial statements in conformity with accounting principles
generally accepted in the United States of America requires management to make
estimates and assumptions that affect the reported amounts of assets and
liabilities and disclosure of contingent assets and liabilities at the date of
the financial statements and the reported amounts of revenues and expenses
during the reporting period. Actual results could differ from those estimates.

A. SECURITY VALUATION Municipal bonds are valued by independent pricing services
or dealers using the mean of the bid and asked prices or, in the absence of
market quotations, at fair value based upon yield data relating to municipal
bonds with similar characteristics and general market conditions. Securities
which are not valued by independent pricing services are valued at fair value
using procedures established in good faith by the Board of Trustees. Short-term
securities with remaining maturities of 60 days or less are valued at amortized
cost, which approximates market value.

B. SECURITY TRANSACTIONS Security transactions are recorded on a trade date
basis. Realized gains and losses are determined on an identified cost basis. The
Trust may purchase and sell securities on a "when-issued" or "delayed delivery"
basis with settlement to occur at a later date. The value of the security so
purchased is subject to market fluctuations during this period. The Trust will
maintain, in a segregated account with its custodian, assets having an aggregate
value at least equal to the amount of the when-issued or delayed delivery
purchase commitments until payment is made.

C. INVESTMENT INCOME Interest income is recorded on an accrual basis. Bond
premium is amortized and original issue discount is accreted over the expected
life of each applicable security.

                                       20
<PAGE>   22

NOTES TO
FINANCIAL STATEMENTS

October 31, 2000

D. FEDERAL INCOME TAXES It is the Trust's policy to comply with the requirements
of the Internal Revenue Code applicable to regulated investment companies and to
distribute substantially all of its taxable income to its shareholders.
Therefore, no provision for federal income taxes is required.

    The Trust intends to utilize provisions of the federal income tax laws which
allow it to carry a realized capital loss forward for eight years following the
year of the loss and offset such losses against any future realized capital
gains. At October 31, 2000, the Trust had an accumulated capital loss
carryforward for tax purposes of $2,566,141 which will expire between October
31, 2002 and October 31, 2008.

    At October 31, 2000, for federal income tax purposes, the cost of long- and
short-term investments is $36,794,491, the aggregate gross unrealized
appreciation is $1,615,280 and the aggregate gross unrealized depreciation is
$380,988, resulting in net unrealized appreciation on long- and short-term
investments of $1,234,292.

E. DISTRIBUTION OF INCOME AND GAINS The Trust declares and pays monthly
dividends from net investment income to common shareholders. Net realized gains,
if any, are distributed annually on a pro rata basis to common and preferred
shareholders. Distributions from net realized gains for book purposes may
include short-term capital gains, which are included as ordinary income for tax
purposes.

F. EXPENSE REDUCTIONS During the year ended October 31, 2000, the Trust's
custody fee was reduced by $239 as a result of credits earned on overnight cash
balances.

2. INVESTMENT ADVISORY AGREEMENT AND
OTHER TRANSACTIONS WITH AFFILIATES

Under the terms of the Trust's Investment Advisory Agreement, Van Kampen
Investment Advisory Corp. (the "Adviser") will provide investment advice and
facilities to the Trust for an annual fee payable monthly of .65% of the average
net assets of the Trust. In addition, the Trust will pay a monthly
administrative fee to Van Kampen Funds Inc. or its affiliates (collectively "Van
Kampen"), the Trust's Administrator, at an annual rate of .20% of the average
net assets of the Trust. The administrative services provided by the
Administrator include record keeping and reporting responsibilities with respect
to the Trust's portfolio and preferred shares and providing certain services to
shareholders.

    For the year ended October 31, 2000, the Trust recognized expenses of
approximately $600 representing legal services provided by Skadden, Arps, Slate,
Meagher & Flom (Illinois), counsel to the Trust, of which a trustee of the Trust
is an affiliated person.

                                       21
<PAGE>   23

NOTES TO
FINANCIAL STATEMENTS

October 31, 2000

    Under separate Accounting Services and Legal Services agreements, the
Adviser provides accounting and legal services to the Trust. The Adviser
allocates the cost of such services to each Trust. For the year ended October
31, 2000, the Trust recognized expenses of approximately $16,900 representing
Van Kampen's cost of providing accounting and legal services to the Trust, which
are reported as part of other and legal expenses, respectively, in the statement
of operations.

    Certain officers and trustees of the Trust are also officers and directors
of Van Kampen. The Trust does not compensate its officers or trustees who are
officers of Van Kampen.

    The Trust provides deferred compensation and retirement plans for its
trustees who are not officers of Van Kampen. Under the deferred compensation
plan, trustees may elect to defer all or a portion of their compensation to a
later date. Benefits under the retirement plan are payable for a ten-year period
and are based upon each trustee's years of service to the Trust. The maximum
annual benefit per trustee under the plan is $2,500.

3. INVESTMENT TRANSACTIONS

During the period, the cost of purchases and proceeds from sales of investments,
excluding short-term investments, were $7,362,610 and $8,061,194, respectively.

4. PREFERRED SHARES

The Trust has outstanding 600 Auction Preferred Shares ("APS"). Dividends are
cumulative and the dividend rate is generally reset every seven days through an
auction process. The rate in effect on October 31, 2000 was 4.10%. During the
year ended October 31, 2000, the rates ranged from 3.45% to 5.25%.

    The Trust pays annual fees equivalent to .25% of the preferred share
liquidation value for the remarketing efforts associated with the preferred
auctions. These fees are included as a component of Preferred Share Maintenance
expense.

    The APS are redeemable at the option of the Trust in whole or in part at the
liquidation value of $25,000 per share plus accumulated and unpaid dividends.
The Trust is subject to certain asset coverage tests and the APS are subject to
mandatory redemption if the tests are not met.

                                       22
<PAGE>   24

REPORT OF INDEPENDENT AUDITORS

To the Board of Trustees and Shareholders of Van Kampen Ohio Value Municipal
Income Trust

We have audited the accompanying statement of assets and liabilities of Van
Kampen Ohio Value Municipal Income Trust (the "Trust"), including the portfolio
of investments, as of October 31, 2000, and the related statements of
operations, changes in net assets and the financial highlights for the year then
ended. These financial statements and financial highlights are the
responsibility of the Trust's management. Our responsibility is to express an
opinion on these financial statements and financial highlights based on our
audit. The Trust's financial statements and financial highlights for the periods
ended prior to October 31, 2000 were audited by other auditors whose report,
dated December 13, 1999, expressed an unqualified opinion on those statements.

    We conducted our audit in accordance with auditing standards generally
accepted in the United States of America. Those standards require that we plan
and perform the audit to obtain reasonable assurance about whether the financial
statements and financial highlights are free of material misstatement. An audit
includes examining, on a test basis, evidence supporting the amounts and
disclosures in the financial statements. Our procedures included confirmation of
securities owned as of October 31, 2000, by correspondence with the Trust's
custodian and brokers. An audit also includes assessing the accounting
principles used and significant estimates made by management, as well as
evaluating the overall financial statement presentation. We believe that our
audit provides a reasonable basis for our opinion.

    In our opinion, the financial statements and financial highlights referred
to above present fairly, in all material respects, the financial position of Van
Kampen Ohio Value Municipal Income Trust as of October 31, 2000, the results of
its operations, the changes in its net assets and the financial highlights for
the year then ended, in conformity with accounting principles generally accepted
in the United States of America.

DELOITTE & TOUCHE LLP
Chicago, Illinois
December 6, 2000

                                       23
<PAGE>   25

DIVIDEND REINVESTMENT PLAN

    The Trust offers a dividend reinvestment plan (the "Plan") pursuant to which
Common Shareholders may elect to have dividends and capital gains distributions
reinvested in Common Shares of the Trust. The Trust declares dividends out of
net investment income, and will distribute annually net realized capital gains,
if any. Common Shareholders may join or withdraw from the Plan at any time.

    If you decide to participate in the Plan, State Street Bank and Trust
Company, as your Plan Agent, will automatically invest your dividends and
capital gains distributions in Common Shares of the Trust for your account.

HOW TO PARTICIPATE

    If you wish to participate and your shares are held in your own name, call
1-800-341-2929 for more information and a Plan brochure. If your shares are held
in the name of a brokerage firm, bank, or other nominee, you should contact your
nominee to see if it would participate in the Plan on your behalf. If you wish
to participate in the Plan, but your brokerage firm, bank or nominee is unable
to participate on your behalf, you should request that your shares be
re-registered in your own name which will enable your participation in the Plan.

HOW THE PLAN WORKS

    Participants in the Plan will receive the equivalent in Common Shares valued
on the valuation date, generally at the lower of market price or net asset
value, except as specified below. The valuation date will be the dividend or
distribution payment date or, if that date is not a trading day on the national
securities exchange or market system on which the Common Shares are listed for
trading, the next preceding trading day. If the market price per Common Share on
the valuation date equals or exceeds net asset value per Common Share on that
date, the Trust will issue new Common Shares to participants valued at the
higher of net asset value or 95% of the market price on the valuation date. In
the foregoing situation, the Trust will not issue Common Shares under the Plan
below net asset value. If net asset value per Common Share on the valuation date
exceeds the market price per Common Share on that date, or if the Board of
Trustees should declare a dividend or capital gains distribution payable to the
Common Shareholders only in cash, participants in the Plan will be deemed to
have elected to receive Common Shares from the Trust valued at the market price
on that date. Accordingly, in this circumstance, the Plan Agent will, as agent
for the participants, buy the Trust's Common Shares in the open market for the
participants' accounts on or shortly after the payment date. If, before the Plan
Agent has completed its purchases, the market price exceeds the net asset value
per share of the Common Shares, the average per share purchase price paid by the
Plan Agent may exceed the net asset value of the Trust's Common Shares,
resulting in

                                       24
<PAGE>   26

the acquisition of fewer Common Shares than if the dividend or distribution had
been paid in Common Shares issued by the Trust. All reinvestments are in full
and fractional Common Shares and are carried to three decimal places.

    Experience under the Plan may indicate that changes are desirable.
Accordingly, the Trust reserves the right to amend or terminate the Plan as
applied to any dividend or distribution paid subsequent to written notice of the
changes sent to all Common Shareholders of the Trust at least 90 days before the
record date for the dividend or distribution. The Plan also may be amended or
terminated by the Plan Agent by at least 90 days written notice to all Common
Shareholders of the Trust.

COSTS OF THE PLAN

    The Plan Agent's fees for the handling of the reinvestment of dividends and
distributions will be paid by the Trust. However, each participant will pay a
pro rata share of brokerage commissions incurred with respect to the Plan
Agent's open market purchases in connection with the reinvestment of dividends
and distributions. No other charges will be made to participants for reinvesting
dividends or capital gains distributions, except for certain brokerage
commissions, as described above.

TAX IMPLICATIONS

    You will receive tax information annually for your personal records and to
help you prepare your federal income tax return. The automatic reinvestment of
dividends and capital gains distributions does not relieve you of any income tax
which may be payable on dividends or distributions.

RIGHT TO WITHDRAW

    Plan participants may withdraw at any time by calling 1-800-341-2929 or by
writing State Street Bank and Trust Company, P.O. Box 8200, Boston, MA
02266-8200. If you withdraw, you will receive, without charge, a share
certificate issued in your name for all full Common Shares credited to your
account under the Plan and a cash payment will be made for any fractional Common
Share credited to your account under the Plan. You may again elect to
participate in the Plan at any time by calling 1-800-341-2929 or writing to the
Trust at:

       Van Kampen Funds Inc.
        Attn: Closed-End Funds
         2800 Post Oak Blvd.
          Houston, TX 77056

                                       25
<PAGE>   27

TRUST OFFICERS AND IMPORTANT ADDRESSES
VAN KAMPEN OHIO VALUE MUNICIPAL
INCOME TRUST

BOARD OF TRUSTEES

DAVID C. ARCH
ROD DAMMEYER
HOWARD J KERR
THEODORE A. MYERS
RICHARD F. POWERS, III* - Chairman
HUGO F. SONNENSCHEIN
WAYNE W. WHALEN*

OFFICERS

RICHARD F. POWERS, III*
   President

STEPHEN L. BOYD*
   Executive Vice President and
   Chief Investment Officer

A. THOMAS SMITH III*
   Vice President and Secretary

JOHN L. SULLIVAN*
   Vice President, Treasurer and
   Chief Financial Officer

RICHARD A. CICCARONE*
JOHN R. REYNOLDSON*
MICHAEL H. SANTO*
JOHN H. ZIMMERMANN, III*
   Vice Presidents

INVESTMENT ADVISER

VAN KAMPEN INVESTMENT ADVISORY CORP.
1 Parkview Plaza
P.O. Box 5555
Oakbrook Terrace, Illinois 60181-5555

CUSTODIAN AND TRANSFER AGENT

STATE STREET BANK
AND TRUST COMPANY
c/o EquiServe
P.O. Box 43011
Providence, Rhode Island 02940-3011

LEGAL COUNSEL

SKADDEN, ARPS, SLATE,
MEAGHER & FLOM (ILLINOIS)
333 West Wacker Drive
Chicago, Illinois 60606

INDEPENDENT AUDITORS(1)

DELOITTE & TOUCHE LLP
180 North Stetson Avenue
Chicago, Illinois 60601

 For Federal income tax purposes, the following information is furnished with
 respect to the distributions paid by the Trust during its taxable year ended
 October 31, 2000. The Trust designated 100.0% of the income distributions as a
 tax-exempt income distribution. In January, 2001, the Trust will provide tax
 information to shareholders for the 2000 calendar year.

(1) Independent auditors for the Trust perform an annual audit of the Trust's
financial statements. The Board of Trustees has engaged Deloitte & Touche LLP to
be the Trust's independent auditors.
KPMG LLP, located at 303 West Wacker Drive, Chicago, IL 60601 ("KPMG"), ceased
being the Trust's independent accountants effective April 14, 2000. The
cessation of the client- auditor relationship between the Trust and KPMG was
based solely on a possible future business relationship by KPMG with an
affiliate of the Trust's investment adviser.

*  "Interested persons" of the Trust, as defined in the Investment Company Act
   of 1940, as amended.

(C)  Van Kampen Funds Inc., 2000. All rights reserved.

(SM) denotes a service mark of Van Kampen Funds Inc.

                                       26
<PAGE>   28

RESULTS OF
SHAREHOLDER VOTES

The Annual Meeting of Shareholders of the Trust was held on June 21, 2000, where
shareholders voted on the election of trustees and the ratification of Deloitte
& Touche LLP as the independent auditors.

1) With regard to the election of the following trustees by the common
shareholders of the Trust:

<TABLE>
<CAPTION>
                                                                  # OF SHARES
                                                         -----------------------------
                                                         IN FAVOR             WITHHELD
<S>                                                      <C>                  <C>
--------------------------------------------------------------------------------------
David C. Arch..........................................  1,500,194             16,122
Howard J. Kerr.........................................  1,500,861             15,455
</TABLE>

The other trustees of the Trust whose terms did not expire in 2000 were: Rod
Dammeyer, Theodore A. Myers, Richard F. Powers, III, Hugo F. Sonnenschein and
Wayne W. Whalen.

2) With regard to the ratification of Deloitte & Touche LLP as independent
auditors for the Trust, 1,492,826 shares voted in favor of the proposal, 7,936
shares voted against and 15,554 shares abstained.

                                       27


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