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The power of relationships
Using social network theory and
methodologies to improve family
planning attitudes and use

Irit Sinai
Susan Igras
Rebecka Lundgren
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%
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
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
1st step in mapping:

Obtain a list of all adult men and women in
the village, and assign each a code
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
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.
.
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
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)
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
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%
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)
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.
Social network maps of villages

Koutiala: more favorable




                                      Women
                                      Women
                                      Men
                                      Men

                                  Size ==Influence
                                   Size Influence
Social network maps of villages

Bandiagara: less favorable




                                       Women
                                       Men

                                   Size = Influence
Women: unmet need by network status

 Bandiagara: Less favorable




                                         Unmet need
                                         FP use

                                         No need
                                      Size = Influence
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
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%
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
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
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
sinaii@georetown.edu

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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

Notas del editor

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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
  6. 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
  7. 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
  8. 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)
  9. 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.