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Manuscript Proposal 
(working document) 
“Roles of Services in Women’s 
Contraceptive Choice” 
Melania Hidayat 
Presented in Students Seminar - FKMUI 
2 Sept 2014
Background 
• The skewed CS method mix in Indonesia is 
suspected to be providers’ driven. 
• Some analysis indicates the miss match use of CS 
• Concerns of unmet need for types of CS 
according to: 
– Intention of use. 
– Demographic characteristics. 
– Physical Condition 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Background ……… 
• Risks of unmet need 
– Side effects 
– High discontinuation of use 
– Not meeting the clients’ rights 
– Influence (inhibit) FP programme achievements 
• Complex mechanism of decision to CS use is well 
understood. 
• Hypothesis: 
“Services” is suspected to have strong forces that drives the 
miss match use 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Objectives 
• To examine the roles of Services towards the 
miss match of CS use 
– Assess the level of miss match CS use 
– Examine the roles of source (place) of services 
towards the miss match of CS use 
– Examine the roles of types of providers towards 
the miss match of CS use 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Key Literature Review 
• Met Need and Unmet need 
– Concepts and definitions 
– Consequences of not meeting the needs 
• Frameworks / determinants for CS use / decision to use 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA 
• Services 
– Concept and definition of services for FP 
– Determinants for quality services 
• Guides (global/national) for CS use 
• Review of other relevant Studies: 
 designs, methodologies and analysis
Conceptual Framework 
1. Rogers, EM , 1983: Diffusion of Innovations 
 A model of stages in the innovation-decision process) 
2. Green & Kreuter, 2005: 
 Teori Precede-Proceed ttg pemanfaatan yankes 
3. Bertrand, Magnani &Rutenberg, 1994 
 Teori permintaan KB dan dampaknya thd fertilitas 
4. Davis & Blake, 1956 
Teori determinant fertilitas 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Conceptual Framework 
Individual Level 
Backgr Knwldg Attititude Decision 
Environ CS Use 
ment: 
•Sosio 
culture 
•Decent 
SDPs/providers 
Attitude 
raluizati 
Knwldg 
Backgr 
Advise 
on 
& skills 
Logistics 
•Coord 
with 
MOH 
•Political 
Institutional level 
will 
Policy Progr structure Inputs 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Study /research framework 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA 
Services 
CS 
miss match 
Demogr: 
-Age 
-Child 
Financial 
Advise 
Geogr
OD 
Variable OD Q Measurement 
Dependent 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA 
CS 
miss match 
Assessment of CS use according 
to intention of use 
D25 
D28 
1. Y (Match) 
2. N (Not Match) 
Criteria Intention of Use 
Spacing Limiting 
Match Pill, Inj, 
IUD, Implant, Streril IUD, Implant, Streril 
Miss match 
Steril 
Pill, Inj
Variable OD Q Measurement 
Independent 
1. Services Place from where the CS service 
is obtained 
D29 1. Hosp 
2. Pusk 
3. Polindes 
4. Others 
2. Age Years of age * A4 1. 15-34 
2. 35 – 49 
3. Child # living Chldren ** B02 1. ≤ 2 
2. 3-4 
3. ≥ 5 
4. Advise Who make the decision to 
chose the CS method 
D34 1. Self 
2. Together 
3. Others 
5. Financial Clients perception of fee for 
services 
D50 1. Afford 
2. Expensive 
3. Free 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA 
7. Geogr Clients’ perception of distance 
to service 
D30 1. Close 
2. Near 
3. Far
Methodology 
• Secondary data analysis of data gathered by the 
ICMM study in 2013. 
• ICMM study design: 
 quantitative, cross sectional 
• Population: 
 Ever married WRA in 6 districts who use CS. 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Proposed Analysis 
1. Descriptive / Uni-variate 
– Distribution / frequencies of all variables 
– Scheme of CS use 
2. Bi-variate 
– Correlation of all independent variables with dependent 
variable 
3. Multivariate 
– Logistic regression to observe probability (OR) of 
“services” to affect “CS miss match use” 
– Log istic regression modeling to show interaction of 
“Service” with other independent variables towards “CS 
miss match use” 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
Scheme of CS Use* 
WRA 
Infecund Fecund – not pregnant 
Want child Do not 
Pregnant 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA 
want child 
Not 
use CS 
Use CS 
Want now Want later 
Use LAPM Use pill, Inj 
Not 
use CS 
Use CS 
Use steril Use ipil, inj IUD, Impl
Chapters/topics 
to be further included 
1. Study limitation 
2. Results 
3. Discussions 
4. Conclusion and Recommendation 
5. References 
6. Acknowledgement 
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA

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Manuscript proposal mh 2 ssept2

  • 1. Manuscript Proposal (working document) “Roles of Services in Women’s Contraceptive Choice” Melania Hidayat Presented in Students Seminar - FKMUI 2 Sept 2014
  • 2. Background • The skewed CS method mix in Indonesia is suspected to be providers’ driven. • Some analysis indicates the miss match use of CS • Concerns of unmet need for types of CS according to: – Intention of use. – Demographic characteristics. – Physical Condition IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 3. Background ……… • Risks of unmet need – Side effects – High discontinuation of use – Not meeting the clients’ rights – Influence (inhibit) FP programme achievements • Complex mechanism of decision to CS use is well understood. • Hypothesis: “Services” is suspected to have strong forces that drives the miss match use IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 4. Objectives • To examine the roles of Services towards the miss match of CS use – Assess the level of miss match CS use – Examine the roles of source (place) of services towards the miss match of CS use – Examine the roles of types of providers towards the miss match of CS use IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 5. Key Literature Review • Met Need and Unmet need – Concepts and definitions – Consequences of not meeting the needs • Frameworks / determinants for CS use / decision to use IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA • Services – Concept and definition of services for FP – Determinants for quality services • Guides (global/national) for CS use • Review of other relevant Studies:  designs, methodologies and analysis
  • 6. Conceptual Framework 1. Rogers, EM , 1983: Diffusion of Innovations  A model of stages in the innovation-decision process) 2. Green & Kreuter, 2005:  Teori Precede-Proceed ttg pemanfaatan yankes 3. Bertrand, Magnani &Rutenberg, 1994  Teori permintaan KB dan dampaknya thd fertilitas 4. Davis & Blake, 1956 Teori determinant fertilitas IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 7. Conceptual Framework Individual Level Backgr Knwldg Attititude Decision Environ CS Use ment: •Sosio culture •Decent SDPs/providers Attitude raluizati Knwldg Backgr Advise on & skills Logistics •Coord with MOH •Political Institutional level will Policy Progr structure Inputs IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 8. Study /research framework IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA Services CS miss match Demogr: -Age -Child Financial Advise Geogr
  • 9. OD Variable OD Q Measurement Dependent IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA CS miss match Assessment of CS use according to intention of use D25 D28 1. Y (Match) 2. N (Not Match) Criteria Intention of Use Spacing Limiting Match Pill, Inj, IUD, Implant, Streril IUD, Implant, Streril Miss match Steril Pill, Inj
  • 10. Variable OD Q Measurement Independent 1. Services Place from where the CS service is obtained D29 1. Hosp 2. Pusk 3. Polindes 4. Others 2. Age Years of age * A4 1. 15-34 2. 35 – 49 3. Child # living Chldren ** B02 1. ≤ 2 2. 3-4 3. ≥ 5 4. Advise Who make the decision to chose the CS method D34 1. Self 2. Together 3. Others 5. Financial Clients perception of fee for services D50 1. Afford 2. Expensive 3. Free IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA 7. Geogr Clients’ perception of distance to service D30 1. Close 2. Near 3. Far
  • 11. Methodology • Secondary data analysis of data gathered by the ICMM study in 2013. • ICMM study design:  quantitative, cross sectional • Population:  Ever married WRA in 6 districts who use CS. IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 12. Proposed Analysis 1. Descriptive / Uni-variate – Distribution / frequencies of all variables – Scheme of CS use 2. Bi-variate – Correlation of all independent variables with dependent variable 3. Multivariate – Logistic regression to observe probability (OR) of “services” to affect “CS miss match use” – Log istic regression modeling to show interaction of “Service” with other independent variables towards “CS miss match use” IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 13. Scheme of CS Use* WRA Infecund Fecund – not pregnant Want child Do not Pregnant IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA want child Not use CS Use CS Want now Want later Use LAPM Use pill, Inj Not use CS Use CS Use steril Use ipil, inj IUD, Impl
  • 14. Chapters/topics to be further included 1. Study limitation 2. Results 3. Discussions 4. Conclusion and Recommendation 5. References 6. Acknowledgement IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA
  • 15. IMPROVING CONTRACEPTIVE METHOD MIX IN INDONESIA