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The power of relationships: Using Social Network Theory and methodologies to improve family planning attitudes and use
1. The power of relationships
Using social network theory and
methodologies to improve family
planning attitudes and use
Irit Sinai
Susan Igras
Rebecka Lundgren
2. Mali: married women of reproductive age
Knows any Uses any modern Has unmet need
modern method method for contraception
2006 DHS 85% 6.6% 27.6%
1996 DHS 65% 6.7% 27.5%
3. Social network analysis: What is it?
A theoretical perspective applied to research and
programs
• Recognizes that individuals interact with, learn from,
and get information from other people
• Focuses on relationships, not individuals
“Who delivers the message, and in what
interpersonal context, may be just as, if not
more important, than the message itself, and
may result in better, more relevant, and
perhaps more effective programs.”
- Valente & Fosados, 2006
4. The ethnographic sandwich
Participant observation
and in-depth interviews
• Meaning & value of
fertility-related
communication
• Distribution of social
influence within
community groups
Ethnographic study
Ethnographic study In-depth interviews with
men and women identified
from the census
representing different
unmet need and social
network statuses
5. 1st step in mapping:
Obtain a list of all adult men and women in
the village, and assign each a code
6. 2nd step in mapping:
Identify from the list all women of reproductive
age, and men married to women of reproductive
age, and interview them
Response rate:
o 92 % in Koutiala
o 84% in Bandiagara
Interview obtains background
information, unmet need
status, attitudes toward child
spacing, and a social network
module
7. Eliciting social networks
Think of the people who provide you material assistance. For
example, someone who loans you money, someone who buys things
for you in the market, or someone who gives you food or clothes.
Please tell me the names of three people that you go to for this type
of support.
Think of the people who provide you practical assistance. For
example, they help you take care of your children, or they can
help with household chores, or they can help you with trading or
agriculture. Please tell me the names of three people that you
go to for this type of support.
Think of the people that you can learn from, either because
they give you advice or instructions, or because you see
what they do and try to do the same. Please tell me the
names of three such people.
Think of the people who give you emotional support.
For example, you can talk to them when you are sad, or
when you have an argument with your husband or his
mother, or when your children misbehave. Please tell
me the names of three people who give you emotional
support most often.
.
8. Eliciting social networks
Social network module
For women, probe on: husband, mother, mother-in-law, co-wives
For men, probe on: co-wives, father, male relatives
9. Analysis
• Use SPSS to obtain descriptive statistics and
cross tabulations, and identify respondent’s
unmet need status
• Use UCINET and NetDraw, a special software
package designed to analyze network data, to
calculate network determinants, create network
maps, and organize them by selected variables
(e.g., sex, age, family planning attitude and
use)
10. Demographics
Koutiala Bandiagara
Women Men Women Men
(n=217) (n=149) (n=208) (n=152)
Age (mean) 27.3 39.5 30.9 41.0
No. children (mean) 3.3 5.0 3.8 5.7
Formal education 95 97 94 87
(% no education)
Religion 84 90 100 99
(% Moslem)
Marital status
(% polygamous) 54 37 48 32
11. Unmet need status
Koutiala Bandiagara
Women Men Women Men
(n=217) (n=149) (n=208) (n=152)
Uses modern method 12% 9% 10% 7%
Need
Met
Uses Traditional method 2% 7% <1% 2%
Pregnant 21% 27% 15% 26%
No need
Desires child this year 17% 30% 17% 22%
Breastfeeding or in postpartum
17% 8% 20% 15%
amenorrhea
Infertile/no sex/ menopause 2% 11% 9% 3%
Unmet need 30% 35% 29% 34%
12. Unmet need status
Koutiala Bandiagara
More favorable Less favorable
Women Men Women Men
(n=217) (n=149) (n=208) (n=152)
Uses modern method 12% 9% 10% 7%
Need
Met
Uses Traditional method 2% 7% <1% 2%
Pregnant 21% 27% 15% 26%
No need
Desires child this year 17% 30% 17% 22%
Breastfeeding or in postpartum
17% 8% 20% 15%
amenorrhea
Infertile/no sex/ menopause 2% 11% 9% 3%
Unmet need 30% 35% 29% 34%
Index of attitudes toward family
0.42 0.56 0.35 0.44
planning use (mean)
13. Connectors and Influencers
Influencers are the most
nominated individuals in a
network. They have direct
influence on more people. A
high score indicates the
opportunity to influence and
be influenced directly.
Connectors are the individuals
with the shortest path to all
other individuals. They are
gatekeepers, brokers, control
the flow, liaise between
cliques. A high score Indicates
power and access, but also
could be a bottleneck.
14. Social network maps of villages
Koutiala: more favorable
Women
Women
Men
Men
Size ==Influence
Size Influence
15. Social network maps of villages
Bandiagara: less favorable
Women
Men
Size = Influence
16. Women: unmet need by network status
Bandiagara: Less favorable
Unmet need
FP use
No need
Size = Influence
17. Does your spouse approve of family planning?
Koutiala: more favorable Bandiagara: less favorable
100% 100%
80% 80%
60% 60%
40% 40%
20% 20%
0% 0%
Men Women Men Women
Yes No Don't know Yes No Don't know
18. Husband & wife concordance
Koutiala Bandiagara
Of wives whose husbands say they approve of family planning
Positive attitude:
% who believe that women who use FP look better than 64.1% 54.4%
those who do not
% Believe that couple who use FP are better equipped to 70.5% 47.1%
take care of their families
Negative attitude:
% who believe that women using FP are immoral 24.4% 13.2%
% who believe that using FP is bad for women’s health 25.6% 21.6%
Of husbands, whose wives say they approve of family planning
Positive attitude:
% who believe that women who use FP look better than 86.6% 54.3%
those who do not
% Believe that couple who use FP are better equipped to 86.6% 57.1%
take care of their families
Negative attitude:
% who believe that women using FP are immoral 32.8% 20.0%
% who believe that using FP is bad for women’s health 29.9% 22.9%
19. Key results: Social barriers
Perceived spousal and community disapproval of
family planning
Stigma related to talking publicly about family
planning, little discussion
Misinformation about family planning
Women unable to communicate or make decisions
with their husbands about child spacing
Disapproval of family planning: religious reasons
and because it is a negative, western concept
20. Key results: Social networks
Women receive material support from husbands and
brothers-in-law, practical support from sisters-in-law and
co-wives and cognitive support from mothers-in-law
Men not well-informed, nor linked into discussions on
family planning
Men and women unaware of what friends and spouses
feel about family planning
Co-wives, mothers and mothers-in-law are motivated to
support family planning use because they would be
responsible for looking after the children
Rumors and misinformation are spread through networks
and represent a key barrier to family planning use
Women are not aware of their spouse’s view of family
planning
Providers not linked into social networks
21. Programmatic implications
o Working with and through
women’s and men’s
groups
o Engaging community-
based religious leaders
and their wives
o Bringing home new ideas
through migrant workers
Twenty years of family planning programming efforts in Mali resulted in high levels of knowledge, but contraceptive prevalence remains low.What prevents men and women, who supposedly have an ‘unmet need for family planning’ from using a method?They say they do not want to have a child now,They know there are methods available,They know where to go to get them,Yet they choose to not use a method.We use a social network approach to try to answer this question.
Network analysisacknowledgesthatindividualsdon’texist in a vacuum. People interactwith, learnfrom, and get information fromotherindividuals. And this type of analysisis more interested in theserelationships and the characteristics of thoserelationshipsratherthanindividual’sdemographic and socioeconomiccharacteristics.
Social network analysis is best done using the ethnographic sandwich.The first ethnographic data collection, which we report on in another presentation, provides the context and language to use when collecting the census data. It consists of participant observation and in-depth interviews.The complete social network map of the community is the focus of this presentationThe second ethnographic study, which is ongoing, consists of in-depth interviews. It ensures that results collected in the earlier phases are correctly interpreted.
In this phase of the study enumerators nocked on all doors in the village, to create a complete list of all adults living the village. Individuals did not need to be at home to be recorded – any adult who was home at the time provided this basic information about all adults living in the house/compound.
Ask: “What is your relationship with (name of person)? You can mention more than one relationship. For example, a person can be your aunt, and can also be your health provider.” Write the relationships. Relationships can be family relationship (such as mother, husband, sister, co-wife, etc.) or friend, or it can be a different type of relationship, such as shop-keeper, co-worker, health worker, teacher of the respondents children, member of her grin or tontine, etc. It can also be the maribout or religious leader.(c) Ask:”Does (name of person) live in this village, or elsewhere?” If ‘elsewhere’, ask “In what town does (name of person) live?(d) Ask:” How close would you say you are to (name of person)? Very close, close, or not close?” Write the response.(f) ASK: “Does this person influence your decisions about how many children to have and when to have them”?Ask: Would you say that (name of person) approves or disapproves of women using family planning to have fewer children? Mark Yes, No, or Don’t know.PROBES ARE FROM ETHNOGRAPHIC RESULTS
Having more children is good Women using FP are immoralWomen using FP seem healthierAvailable methodCouples with fewer children are better offUsing FP is bad for women’s healthAvailable methods are difficult to useOnly God can decide number of childrenFP external influence
Having more children is good Women using FP are immoralWomen using FP seem healthierAvailable methodCouples with fewer children are better offUsing FP is bad for women’s healthAvailable methods are difficult to useOnly God can decide number of childrenFP external influence
This network of women shows unmet need. The size of the circles = the amount of influence. The green circles are the users, while the read are women with unmet need. What do you see of interest here? How many users are there? Are there enough to bring out about a more favorable environment for FP?\\ How would you use snowball intervention to increase FP use. (User to user)
Look at the lightest color on the top of each bar- this represents the men and women who don’t know what their partners think.Especially look at women -- majority don’t know.