adaptive design of urban malaria control programs marcia caldas de castro 1 deo mtasiwa 2 burton...

33
ADAPTIVE DESIGN OF ADAPTIVE DESIGN OF URBAN MALARIA CONTROL URBAN MALARIA CONTROL PROGRAMS PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata 4 1 Office of Population Research Princeton University 2 Dar es Salaam, Tanzania City Council 3 Swiss Tropical Institute 4 Japan International Cooperation Agency

Upload: aileen-gadsden

Post on 31-Mar-2015

218 views

Category:

Documents


1 download

TRANSCRIPT

Page 1: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

ADAPTIVE DESIGN OF URBAN ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMSMALARIA CONTROL PROGRAMS

Marcia Caldas de Castro 1

Deo Mtasiwa 2

Burton Singer 1

Marcel Tanner 3

Juerg Utzinger 1

Yoichi Yamagata 4

1 Office of Population Research Princeton University

2 Dar es Salaam, Tanzania City Council

3 Swiss Tropical Institute 4 Japan InternationalCooperation Agency

Page 2: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

i. Environmental management is the central focus, with several interventions/surveillance methods acting simultaneously.

ii. Tuning the package of interventions to minimize the number of malaria cases per year is an adaptive process involving ongoing performance evaluation of each of the tools and the outcome measure (interventions are adjusted over time in response to these evaluations).

CHARACTERISTICS OF SUCCESSFUL MALARIA CONTROL PROGRAMS

Page 3: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

iii. 3-5 years were required before a given package of interventions exhibited high level performance.

iv. Diagnosis of malaria cases, anti-malarial drugs, bed-nets, and the use of chemical insecticides (following the discovery of DDT) were necessary but not sufficient (for success) components of the program.

v. Program staff contained people knowledgeable about entomology, hydrology, epidemiology/ecology, and clinical aspects of malaria.

vi. The implementation strategy, including the mix of tools employed, was highly idiosyncratic to the particular locality.

Page 4: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

a) Roan Mine

Page 5: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

A.Gambie and A.Funestus larval habitats

A.Gambie– Open and un-shaded natural or man-made

pools of standing water, near rivers and tributaries

– Open water tanks and nature wells loosely overgrown with grass

A. Funestus– Shaded banks of rivers and tributaries– Swamps and flooded areas with partial shade

Page 6: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Biting pattern

Page 7: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Reduction of Average Monthly Malaria Rate and Total Malaria Cases after the Implementation of Malaria Control Program - (1930-1933)

0

2

4

6

8

10

12

14

16

18

20

22

24

26

28

30

32

34

1930 1931 1932 1933Year

0

25

50

75

100

125

150

175

200

225

250

275

300

325

350

375

400

425

450

475

Average Monthly Malaria Rate (per 1,000 people)

Annual Malaria Cases

Page 8: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Average Monthly Malaria Incidence Rate and Annual Malaria Cases at the Roan Antelope Mine between 1944 and 1949

0

2

4

6

8

10

12

14

16

18

20

22

24

26

28

30

32

34

1944 1945 1946 1947 1948 1949

Year

0

25

50

75

100

125

150

175

200

225

250

275

300

325

350

375

400

425

450

475

Average Monthly Malaria Rate (per 1,000)

Annual Malaria Cases

Page 9: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

b) Nkana Kitwe Mine

Page 10: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Reduction of Malaria Incidence at Nkana-Kitwe Mine between 1935-1943

05

101520253035404550556065707580859095

Ja

n-3

5

Au

g

Ma

r

Oct

Ma

y

De

c

Ju

l

Fe

b

Se

p

Ap

r

No

v

Ju

n

Ja

n-4

2

Au

g

Ma

r

Oct

Months

Ma

laria

In

cid

en

ce

s (

pe

r 1

,00

0 p

er m

on

th)

Malaria Incidences per 1,000per month

Page 11: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Reduction of Malaria Incidence at Nkana Mine between 1944-1950

05

101520253035404550556065707580859095

Ja

n-4

4

Ju

n

No

v

Ap

r

Se

p

Fe

b

Ju

l

De

c

Ma

y

Oct

Ma

r

Au

g

Ja

n-4

9

Ju

n

No

v

Ap

r

Se

p

Months

Ma

laria

In

cid

en

ce

s (

pe

r 1

,00

0 p

er m

on

th)

Malaria Incidences per 1,000per month

Page 12: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Malaria, Rainfall, and Anopheles Statistics at the Roan Antelope Mine between 1944-1949

Malaria, Rainfall, and Anopheles Statistics at the Roan Antelope Mine between 1944-1945

0

10

20

30

40

50

60

70

80

90

Year and Month

0

100

200

300

400

500

600

Malaria CasesRainfall (Inches)A. FunestusA. Gambiae

Page 13: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Urban Malaria: Dar es Salaam, Tanzania

Page 14: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Dar es Salaam

500 0 500 1000 Miles

N

Africa

Area Study

OysterBay

MsasaniBay

Msimbazi Bay

RailwayRiversRoads and streets

N

1 0 1 2 Kilometers

Page 15: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Urbanizationin Dar esSalaam

Source: http://mshand.geog.gla.ac.uk/DAR/Tanzania.htm

Page 16: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

- Land Use -Vegetable

Production

Source: http://www.cityfarmer.org/daressalaam.html

Page 17: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

History of Malaria Control in Dar es Salaam1902 - 1961

• 1902-1912 – German Colonial GovernmentDrainage, soil modification, bednets

• 1912-1918 – German ordinances for controlling breeding sites; proscribed urban agriculture (potatoes and other ridge-and-furrow type cultivation

• 1918-1961 – British ProtectorateContinued drainage works, stronger legal measures1920 – Sanitation Branch established

East Africa Malaria Unit established1951 – Tanganyika Malaria Service

Page 18: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

History of Malaria Control in Dar es SalaamPost colonial period

• 1961+ – Urban mosquito control integrated into general health services

• 1971 – Integrated malaria control experimentDar es Salaam City Council & WHO East Africa Aedes Research Unit

• 1980 – Reduction in size of central malaria control unit – Consequential to adverse economic conditions (1970s high inflation)

• 1988-1996 – JICA – Malaria control initiativeJapan-Tanzania bilateral project

Page 19: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

- Breeding Sites - Aerial Observation

Misimbazi Creek

Page 20: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Breeding Sites - Aerial Observation

Temeke

Page 21: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

- Breeding Sites - Aerial Observation

Regent State & Kijito-Nyama

Page 22: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Breeding Sites

Malaria Risk Mapping

Dar es Salaam,1993

fcfcfc fcfcfc fcfcfcfcfcfc

fcfcfcfcfcfcfcfcfcfc fc

fcfcfcfcfc fcfcfc

fc fcfcfcfcfc fcfcfc fcfc

fc OysterBay

MsasaniBay

Msimbazi Bay

Breeding sites in Dar es Salaam

Ocean

fc Breeding places

RailwayRiversRoads and streets

N

1 0 1 2 Kilometers

Page 23: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Breeding SitesMalaria Risk Mapping

fcfcfcfc

fcfc fc

fcfc

fcfcfc

fc 12 3 4

56

7

89

1011

12

13

43

MsasaniBay

ID Type

1 Pipe leakage2 Puddles3 Sand pits4 Sand pits5 Matuta6 Puddles7 Swamp8 Swamp9 Paddy

10 Seepages11 -12 -43 Salt pans

Page 24: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Breeding SitesMalaria Risk Mapping

fcfcfcfcfcfcfcfc

fc

fcfc

fc

fcfc

fc

Msimbazi Bay

1314

15 16

18

2122

23

24

2526

29

17

1920

ID Type

13 -14 Sand pits15 Mangrove swamp16 Matuta17 Matuta18 Sand pits19 Marsh20 Marsh21 Marsh22 Paddy23 Matuta24 Matuta25 Marsh26 Marsh29 Matuta

Page 25: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Breeding SitesMalaria Risk Mapping

fc fcfcfc

fcfcfcfc

2728

3031

35

373640

ID Type

27 Paddy28 Matuta30 Wells31 Pond35 Marsh36 Paddy37 Matuta40 Marsh

Page 26: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Breeding SitesMalaria Risk Mapping

fc fc

fc

fcfcfc

fc

32 33

34

3839

41

42 ID Type

32 Matuta33 Marsh34 Matuta38 Swamp39 Marsh41 Swamp42 Seepage

Page 27: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Interventions Strategy

Indoor Residual House Spraying

(IRHS) and Larvicide

Kisarawe

Pagu Kajungeni

Selected schools

Page 28: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Effect of Interventions - IRHS

0

10

20

30

40

50

60

70

80

Sep-8

8

Nov-8

8

Jan-

89

Mar-8

9

May-8

9

Jul-8

9

Sep-8

9

Nov-8

9

Jan-

90

Mar-9

0

May-9

0

Jul-9

0

Sep-9

0

Nov-9

0

Jan-

91

Mar-9

1

May-9

1

Jul-9

1

Sep-9

1

Nov-9

1

Jan-

92

Mar-9

2

May-9

2

Jul-9

2

Sep-9

2

Nov-9

2

Jan-

93

Mar-9

3

May-9

3

Jul-9

3

Sep-9

3

Nov-9

3

Jan-

94

Month/Year

(%)

KIMARA

KONGOWE

Page 29: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Effect of Interventions - Larvicide

0

5

10

15

20

25

30

Sep-8

8

Nov-8

8

Jan-

89

Mar-8

9

May-8

9

Jul-8

9

Sep-8

9

Nov-8

9

Jan-

90

Mar-9

0

May-9

0

Jul-9

0

Sep-9

0

Nov-9

0

Jan-

91

Mar-9

1

May-9

1

Jul-9

1

Sep-9

1

Nov-9

1

Jan-

92

Mar-9

2

May-9

2

Jul-9

2

Sep-9

2

Nov-9

2

Jan-

93

Mar-9

3

May-9

3

Jul-9

3

Sep-9

3

Nov-9

3

Jan-

94

Month/Year

(%)

OYSTERBAY

KISARAWE

Page 30: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Effect of InterventionsBoth IRHS and larvicide X no intervention

0

10

20

30

40

50

60

70

80

Sep-8

8

Nov-8

8

Jan-

89

Mar-8

9

May-8

9

Jul-8

9

Sep-8

9

Nov-8

9

Jan-

90

Mar-9

0

May-9

0

Jul-9

0

Sep-9

0

Nov-9

0

Jan-

91

Mar-9

1

May-9

1

Jul-9

1

Sep-9

1

Nov-9

1

Jan-

92

Mar-9

2

May-9

2

Jul-9

2

Sep-9

2

Nov-9

2

Jan-

93

Mar-9

3

May-9

3

Jul-9

3

Sep-9

3

Nov-9

3

Jan-

94

Month/Year

(%)

KIGAMBONI

P.KAJIUNGENI

Page 31: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

Total Length of Drain Cleaned(cumulative - meters)

Dar es Salaam

Tanga

ANTIMALARIA STORM WATERDRAIN DRAIN

1990 12,900 - 12,9001991 20,600 15,900 36,5001992 30,750 22,600 53,3501993 50,500 25,000 75,500

YEAR TOTAL

ANTIMALARIA STORM WATERDRAIN DRAIN

1990 24,119 38,450 62,5691991 31,670 25,300 56,9701992 38,100 43,860 81,9601993 38,200 33,800 72,000

YEAR TOTAL

Page 32: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

- Program Implementation -Based on successful programs in the past

i. Environmental management is the central focus, with several interventions/surveillance methods acting simultaneously.

ii. Tuning the package of interventions to minimize the number of malaria cases per year is an adaptive process involving ongoing performance evaluation of each of the tools and the outcome measure (interventions are adjusted over time in response to these evaluations).

Page 33: ADAPTIVE DESIGN OF URBAN MALARIA CONTROL PROGRAMS Marcia Caldas de Castro 1 Deo Mtasiwa 2 Burton Singer 1 Marcel Tanner 3 Juerg Utzinger 1 Yoichi Yamagata

iii. 3-5 years were required before a given package of interventions exhibited high level performance.

iv. Diagnosis of malaria cases, anti-malarial drugs, bed-nets, and the use of chemical insecticides (following the discovery of DDT) were necessary but not sufficient (for success) components of the program.

v. Program staff contained people knowledgeable about entomology, hydrology, epidemiology/ecology, and clinical aspects of malaria.

vi. The implementation strategy, including the mix of tools employed, was highly idiosyncratic to the particular locality.