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Does identity affect aspirations
in rural areas? An examination
from the lens of caste and
gender
ANNUAL SCIENTIFIC GENDER CONFERENCE
SEPTEMBER 25, 2018
Introduction
Aspirations as a development indicator
Effect of identity on economic outcomes- external
โ—ฆ Discrimination
Relationship between identity and preferences- internal
โ—ฆ But identity effects not random- endogeneity
โ—ฆ Solution- randomly increase identity salience using priming
Causal impact of gender and caste salience on aspirations for self and children
โ—ฆ Gender priming increased womenโ€™s aspirations for girl child
โ—ฆ Caste priming increased only low caste womenโ€™s aspirations for daughters
โ—ฆ No effect of priming on aspired years of education for children
Priming in Social Sciences
What is priming?
โ—ฆ Increase identity salience using situational cues that activate mental concepts associated with notion
being primed
Priming popular in social psychology
Recently being used by economists
โ—ฆ Benjamin et al. (2010)- Asian American and Black identity and risk preferences
โ—ฆ Afridi et al. (2015)- Hukou identity and performance of students
โ—ฆ Mukherjee (2017)- Caste priming and test performance
โ—ฆ Hoff and Pandey (2006)- Caste announcement and performance
โ—ฆ Callen et al. (2014)- Priming violence exposure and risk preference
Aspirations
What determines the formation of an individualโ€™s hopes and beliefs about her future
Aspirations failure and investment in building social and human capital
โ—ฆ Genicot & Ray (2012)
Identity and aspirations
โ—ฆ Beaman et al (2012)- local female leader and aspirations
โ—ฆ Bernard et. al. (2014)- documentaries featuring same community
โ—ฆ Janzen et al. (2017) โ€“ upward looking aspirations
Study Design
Study conducted in Odisha- Feb-April 2018
โ—ฆ Kalahandi and Kandhamal districts
โ—ฆ 84 villages, 980 households- one male and female each HH
โ—ฆ Low female literacy, predominantly tribal population
โ—ฆ Poor & drought prone districts
Random assignment of caste priming, gender priming and general questions- approximately
1/3rd each
Five priming (or general) questions followed by questions on aspirations.
Region deeply stratified along ethnic lines
โ—ฆ Priming exploits environmental cues on attire, appearance, physical and ritual segregation, marriage
practices, decision making.
Measuring Aspirations
Aspirations for self
โ—ฆ Aspiration index- Bernard and Taffesse (2014)
โ—ฆ Current and aspirational status on four dimensions- income, education, assets and social status
โ—ฆ Self reported weights
โ—ฆ We use standardized aspiration z-score
Aspiration and belief for childโ€™s profession
Aspirations for childrenโ€™s education in years
๐ด๐‘ ๐‘๐‘–๐‘Ÿ๐‘Ž๐‘ก๐‘–๐‘œ๐‘› ๐ผ๐‘›๐‘‘๐‘’๐‘ฅ๐‘– =
๐‘Ž๐‘–
๐‘˜
โˆ’ ๐œ‡ ๐‘˜
๐œŽ ๐‘˜
. ๐œ”๐‘–
๐‘˜
4
๐‘˜=1
Descriptive Statistics
1959 respondents-
โ—ฆ 647 gender primed
โ—ฆ 635 caste primed
โ—ฆ 677 control
Average age 41 years
70% literacy
58% tribal, Schedule caste 20%, Others 22%
Low dependency ratio, Average HH size 5.34.
Average plot ownership is 2.5 acres.
Gender Priming
Females have lower aspiration z-score
Pooled sample-Priming has no impact on aspirations for self and children
Female only sample- priming leads to higher aspirations for daughters
No effect on beliefs and aspired years of education
Gender Priming
Pooled Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief
Female -0.202* 3.680 0.612
(0.1140) (3.4949) (0.3578)
Gender Prime 0.054 1.142 1.018
(0.0638) (0.3229) (0.2248)
Female x Gender Prime -0.036 1.563 1.009
(0.0912) (0.5483) (0.3232)
Adjusted/Pseudo R2 0.266 0.187 0.171
Observations 1301 841 841
Gender Priming
Female Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief
Gender Prime 0.006 1.770** 1.038
(0.0660) (0.4480) (0.2458)
Adjusted/Pseudo R2 0.302 0.224 0.192
Observations 658 419 429
Male Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief
Gender Prime 0.061 1.137 1.063
(0.0639) (0.3131) (0.2585)
Adjusted/Pseudo R2 0.233 0.175 0.199
Observations 643 409 409
Caste Priming
Definition of low caste- tribal (ST) defined as low caste
โ—ฆ Results similar if schedule caste and tribal jointly defined as low caste
โ—ฆ Established hierarchy between ST (lower) and SC (higher)
Tribal respondents have lower aspiration
โ—ฆ But no effect of caste priming on aspirations for self or children
No effect when looking at sub-sample of low and high-caste separately
Why?
โ—ฆ Is caste priming more salient for women? Low caste women experience more caste-based inequality-
double discrimination.
โ—ฆ Is caste priming not salient or strong in homogenous communities?
Caste Priming
Pooled Sample Aspiration Index Z-
Score
Daughter-
Aspiration
Daughter- Belief
ST -0.203*** 0.756 1.195
(0.0623) (0.1974) (0.2953)
Caste Prime 0.111 0.782 1.177
(0.0890) (0.1995) (0.3202)
ST x Caste Prime -0.090 1.651 0.990
(0.1105) (0.6172) (0.3092)
Adjusted/Pseudo R2 0.301 0.157 0.171
Observations 1286 841 841
Caste Priming
ST Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief
Caste Prime 0.023 1.331 1.183
(0.0578) (0.3354) (0.2103)
Adjusted/Pseudo R2 0.305 0.172 0.154
Observations 749 493 493
Non-ST Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief
Caste Prime 0.129 0.747 1.209
(0.0890) (0.2052) (0.3734)
Adjusted/Pseudo R2 0.267 0.168 0.218
Observations 537 348 348
Caste Priming
Definition of low caste- tribal (ST) defined as low caste
โ—ฆ Results similar if schedule caste and tribal jointly defined as low caste
โ—ฆ Established hierarchy between ST (lower) and SC (higher)
Tribal respondents have lower aspiration
โ—ฆ But no effect of caste priming on aspirations for self or children
No effect when looking at sub-sample of low and high-caste separately
Why?
โ—ฆ Is caste priming more salient for women? Low caste women experience more caste-based inequality-
double discrimination.
โ—ฆ Is caste priming not salient or strong in homogenous communities?
Heterogenous Effects- Caste Priming
Female sub-sample
โ—ฆ ST women have lower aspiration z-score
โ—ฆ No effect of priming on aspirations
โ—ฆ Priming ST women leads to higher aspirations for daughters
โ—ฆ Primed non-ST women display lower aspirations for daughters
Kalahandi sub-sample
โ—ฆ ST respondents have lower aspirations
โ—ฆ Priming leads to higher aspirations for daughters in ST-subsample
โ—ฆ No corresponding effect for non-ST
โ—ฆ Caste-priming leads to more aspired years of education for girls
Caste
Prime-
Female
Heterogenous Effects
Female ST sub-sample
โ—ฆ ST women have lower aspiration z-score
โ—ฆ No effect of priming on aspirations
โ—ฆ Priming ST women leads to higher aspirations for daughters
โ—ฆ Primed non-ST women display lower aspirations for daughters
Kalahandi sub-sample
โ—ฆ ST respondents have lower aspirations
โ—ฆ Priming leads to higher aspirations for daughters among ST
โ—ฆ No corresponding effect for non-ST
โ—ฆ Caste-priming leads to more aspired years of education for girls
Caste
Prime-
Kalahandi
Discussion and future work
Priming leads to behaviour away from the group norm- why?
โ—ฆ John Henry effect- priming leads to motivation?
โ—ฆ Priming questions do not enforce negative group norms
โ—ฆ Stronger priming may have stronger effect.
No effect of priming on aspirations for boys- already very high aspirations across all groups-
very little variability
More information on local ethnic composition from other data sets.
More refined measure of aspiration
Exploring aspirations gap rather than aspiration level- Pasquier-Domer & Brandon (2015)
Indigenous children exhibit higher aspirations

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Does identity affect aspirations in rural areas? An examination from the lens of caste and gender

  • 1. Does identity affect aspirations in rural areas? An examination from the lens of caste and gender ANNUAL SCIENTIFIC GENDER CONFERENCE SEPTEMBER 25, 2018
  • 2. Introduction Aspirations as a development indicator Effect of identity on economic outcomes- external โ—ฆ Discrimination Relationship between identity and preferences- internal โ—ฆ But identity effects not random- endogeneity โ—ฆ Solution- randomly increase identity salience using priming Causal impact of gender and caste salience on aspirations for self and children โ—ฆ Gender priming increased womenโ€™s aspirations for girl child โ—ฆ Caste priming increased only low caste womenโ€™s aspirations for daughters โ—ฆ No effect of priming on aspired years of education for children
  • 3. Priming in Social Sciences What is priming? โ—ฆ Increase identity salience using situational cues that activate mental concepts associated with notion being primed Priming popular in social psychology Recently being used by economists โ—ฆ Benjamin et al. (2010)- Asian American and Black identity and risk preferences โ—ฆ Afridi et al. (2015)- Hukou identity and performance of students โ—ฆ Mukherjee (2017)- Caste priming and test performance โ—ฆ Hoff and Pandey (2006)- Caste announcement and performance โ—ฆ Callen et al. (2014)- Priming violence exposure and risk preference
  • 4. Aspirations What determines the formation of an individualโ€™s hopes and beliefs about her future Aspirations failure and investment in building social and human capital โ—ฆ Genicot & Ray (2012) Identity and aspirations โ—ฆ Beaman et al (2012)- local female leader and aspirations โ—ฆ Bernard et. al. (2014)- documentaries featuring same community โ—ฆ Janzen et al. (2017) โ€“ upward looking aspirations
  • 5. Study Design Study conducted in Odisha- Feb-April 2018 โ—ฆ Kalahandi and Kandhamal districts โ—ฆ 84 villages, 980 households- one male and female each HH โ—ฆ Low female literacy, predominantly tribal population โ—ฆ Poor & drought prone districts Random assignment of caste priming, gender priming and general questions- approximately 1/3rd each Five priming (or general) questions followed by questions on aspirations. Region deeply stratified along ethnic lines โ—ฆ Priming exploits environmental cues on attire, appearance, physical and ritual segregation, marriage practices, decision making.
  • 6. Measuring Aspirations Aspirations for self โ—ฆ Aspiration index- Bernard and Taffesse (2014) โ—ฆ Current and aspirational status on four dimensions- income, education, assets and social status โ—ฆ Self reported weights โ—ฆ We use standardized aspiration z-score Aspiration and belief for childโ€™s profession Aspirations for childrenโ€™s education in years ๐ด๐‘ ๐‘๐‘–๐‘Ÿ๐‘Ž๐‘ก๐‘–๐‘œ๐‘› ๐ผ๐‘›๐‘‘๐‘’๐‘ฅ๐‘– = ๐‘Ž๐‘– ๐‘˜ โˆ’ ๐œ‡ ๐‘˜ ๐œŽ ๐‘˜ . ๐œ”๐‘– ๐‘˜ 4 ๐‘˜=1
  • 7. Descriptive Statistics 1959 respondents- โ—ฆ 647 gender primed โ—ฆ 635 caste primed โ—ฆ 677 control Average age 41 years 70% literacy 58% tribal, Schedule caste 20%, Others 22% Low dependency ratio, Average HH size 5.34. Average plot ownership is 2.5 acres.
  • 8. Gender Priming Females have lower aspiration z-score Pooled sample-Priming has no impact on aspirations for self and children Female only sample- priming leads to higher aspirations for daughters No effect on beliefs and aspired years of education
  • 9. Gender Priming Pooled Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief Female -0.202* 3.680 0.612 (0.1140) (3.4949) (0.3578) Gender Prime 0.054 1.142 1.018 (0.0638) (0.3229) (0.2248) Female x Gender Prime -0.036 1.563 1.009 (0.0912) (0.5483) (0.3232) Adjusted/Pseudo R2 0.266 0.187 0.171 Observations 1301 841 841
  • 10. Gender Priming Female Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief Gender Prime 0.006 1.770** 1.038 (0.0660) (0.4480) (0.2458) Adjusted/Pseudo R2 0.302 0.224 0.192 Observations 658 419 429 Male Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief Gender Prime 0.061 1.137 1.063 (0.0639) (0.3131) (0.2585) Adjusted/Pseudo R2 0.233 0.175 0.199 Observations 643 409 409
  • 11. Caste Priming Definition of low caste- tribal (ST) defined as low caste โ—ฆ Results similar if schedule caste and tribal jointly defined as low caste โ—ฆ Established hierarchy between ST (lower) and SC (higher) Tribal respondents have lower aspiration โ—ฆ But no effect of caste priming on aspirations for self or children No effect when looking at sub-sample of low and high-caste separately Why? โ—ฆ Is caste priming more salient for women? Low caste women experience more caste-based inequality- double discrimination. โ—ฆ Is caste priming not salient or strong in homogenous communities?
  • 12. Caste Priming Pooled Sample Aspiration Index Z- Score Daughter- Aspiration Daughter- Belief ST -0.203*** 0.756 1.195 (0.0623) (0.1974) (0.2953) Caste Prime 0.111 0.782 1.177 (0.0890) (0.1995) (0.3202) ST x Caste Prime -0.090 1.651 0.990 (0.1105) (0.6172) (0.3092) Adjusted/Pseudo R2 0.301 0.157 0.171 Observations 1286 841 841
  • 13. Caste Priming ST Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief Caste Prime 0.023 1.331 1.183 (0.0578) (0.3354) (0.2103) Adjusted/Pseudo R2 0.305 0.172 0.154 Observations 749 493 493 Non-ST Sample Aspiration Index Z-Score Daughter- Aspiration Daughter- Belief Caste Prime 0.129 0.747 1.209 (0.0890) (0.2052) (0.3734) Adjusted/Pseudo R2 0.267 0.168 0.218 Observations 537 348 348
  • 14. Caste Priming Definition of low caste- tribal (ST) defined as low caste โ—ฆ Results similar if schedule caste and tribal jointly defined as low caste โ—ฆ Established hierarchy between ST (lower) and SC (higher) Tribal respondents have lower aspiration โ—ฆ But no effect of caste priming on aspirations for self or children No effect when looking at sub-sample of low and high-caste separately Why? โ—ฆ Is caste priming more salient for women? Low caste women experience more caste-based inequality- double discrimination. โ—ฆ Is caste priming not salient or strong in homogenous communities?
  • 15. Heterogenous Effects- Caste Priming Female sub-sample โ—ฆ ST women have lower aspiration z-score โ—ฆ No effect of priming on aspirations โ—ฆ Priming ST women leads to higher aspirations for daughters โ—ฆ Primed non-ST women display lower aspirations for daughters Kalahandi sub-sample โ—ฆ ST respondents have lower aspirations โ—ฆ Priming leads to higher aspirations for daughters in ST-subsample โ—ฆ No corresponding effect for non-ST โ—ฆ Caste-priming leads to more aspired years of education for girls
  • 17. Heterogenous Effects Female ST sub-sample โ—ฆ ST women have lower aspiration z-score โ—ฆ No effect of priming on aspirations โ—ฆ Priming ST women leads to higher aspirations for daughters โ—ฆ Primed non-ST women display lower aspirations for daughters Kalahandi sub-sample โ—ฆ ST respondents have lower aspirations โ—ฆ Priming leads to higher aspirations for daughters among ST โ—ฆ No corresponding effect for non-ST โ—ฆ Caste-priming leads to more aspired years of education for girls
  • 19. Discussion and future work Priming leads to behaviour away from the group norm- why? โ—ฆ John Henry effect- priming leads to motivation? โ—ฆ Priming questions do not enforce negative group norms โ—ฆ Stronger priming may have stronger effect. No effect of priming on aspirations for boys- already very high aspirations across all groups- very little variability More information on local ethnic composition from other data sets. More refined measure of aspiration Exploring aspirations gap rather than aspiration level- Pasquier-Domer & Brandon (2015) Indigenous children exhibit higher aspirations