Mental Health

The ties that bind: migrant worker social networks, mental health, loneliness and self-rated health.

TL;DR

Network capital is associated with mental health, loneliness and self-rated health among migrant domestic workers, but patterns differ by nationality and network type, suggesting culturally responsive and context-specific strategies that strengthen supportive ties and reduce network-related burdens may improve MDWs' health.

Key Findings

Filipino and Indonesian migrant domestic workers differed substantially in overall social network size.

  • The mean (standard deviation) overall network size was 6.00 (3.77) for Filipino MDWs and 3.69 (2.52) for Indonesian MDWs.
  • The study enrolled 1,681 MDWs total: Filipino n=1,329 and Indonesian n=352.
  • Participants were recruited using respondent-driven sampling in Macao SAR, China.
  • Egocentric name-generating questions were used to capture network characteristics.

Among Filipino MDWs, greater social support helpfulness was associated with lower loneliness and better self-rated health.

  • Social support helpfulness was associated with lower loneliness (Standardized β = -0.15, SE = 0.02, p < 0.001).
  • Social support helpfulness was associated with better self-rated health (Standardized β = 0.15, SE = 0.01, p < 0.001).
  • These associations remained significant following Benjamini-Hochberg false discovery rate adjustment for multiple comparisons.
  • Most standardized effect sizes were modest (Standardized β < 0.25).

Higher reciprocity burden was consistently associated with poorer mental health outcomes among Filipino MDWs.

  • Reciprocity burden was associated with higher PTSD symptom scores among Filipino MDWs (Standardized β = 0.21, SE = 0.63, p < 0.001).
  • This association was described as 'consistent' across multiple outcomes following BH adjustment.
  • Reciprocity burden reflects the negative dimension of social network capital examined in this study.

Larger network size among Filipino MDWs was paradoxically associated with both higher mental health symptom scores and less loneliness.

  • Network size was associated with higher depression scores (Standardized β = 0.08, SE = 0.04, p = 0.004).
  • Network size was associated with higher anxiety scores (Standardized β = 0.08, SE = 0.04, p = 0.003).
  • Network size was associated with higher PTSD scores (Standardized β = 0.08, SE = 0.11, p = 0.003).
  • Network size was simultaneously associated with less loneliness (Standardized β = -0.07, SE = 0.01, p = 0.007).
  • All associations were assessed after Benjamini-Hochberg false discovery rate adjustment.

Among Indonesian MDWs, reciprocity burden and financial support access within roommate networks were associated with depression and anxiety.

  • Reciprocity burden was associated with depression (Standardized β = 0.44, SE = 0.60, p < 0.001) and anxiety (Standardized β = 0.32, SE = 0.60, p < 0.001) within roommate networks.
  • Financial support access was associated with depression (Standardized β = 0.22, SE = 0.97, p = 0.007) and anxiety (Standardized β = 0.23, SE = 0.97, p = 0.008) within roommate networks.
  • Associations for Indonesian MDWs were found primarily within the roommate network subgroup.
  • The reciprocity burden effect sizes for Indonesian MDWs (Standardized β = 0.32–0.44) were notably larger than those for Filipino MDWs.

Network capital characteristics and their associations with health outcomes differed across network types and by nationality.

  • Multivariable linear regression analyses were stratified by nationality.
  • Subgroup analyses by network type were also conducted.
  • Network capital characteristics differed across network types.
  • The study examined five network capital measures (network size, emotional closeness, social support helpfulness, reciprocity burden, and financial support access) against five outcomes (depression, anxiety, PTSD, loneliness, and self-rated health).

What This Means

This research suggests that the social networks of migrant domestic workers (MDWs) — people who travel abroad to work in others' homes — have meaningful but complex effects on their mental and physical health. The study followed nearly 1,700 Filipino and Indonesian women working in Macao, China, and looked at aspects of their social networks including how large those networks were, how emotionally close they felt to network members, how helpful support from those networks was, whether they felt burdened by having to reciprocate favors, and whether they could access financial help. The key finding is that not all social connections are equally beneficial: having helpful support reduced loneliness and improved self-rated health, but feeling obligated to constantly return favors (reciprocity burden) was consistently linked to worse mental health outcomes including depression, anxiety, and PTSD symptoms. Interestingly, having a larger social network was associated with both less loneliness and more mental health symptoms among Filipino workers — suggesting that more connections do not automatically mean better wellbeing, and that the quality and type of those connections matter greatly. Among Indonesian workers, the burden of reciprocity and even access to financial support through roommate networks were tied to higher depression and anxiety, pointing to the particular stressors that can emerge in close-proximity living arrangements. The patterns also differed between Filipino and Indonesian workers, highlighting that cultural background and the specific context of social ties shape how networks affect health. This research suggests that programs and policies aimed at improving the wellbeing of migrant domestic workers should go beyond simply encouraging social connections. Efforts to reduce the burden workers feel to reciprocate favors, and to strengthen the quality of supportive relationships, may be more effective than focusing on network size alone. Interventions should also be tailored to the specific cultural backgrounds and living situations of different migrant worker groups.

Have a question about this study?

Citation

Sumerlin T, Chen Z, Chan E, Latkin C, Hall B. (2026). The ties that bind: migrant worker social networks, mental health, loneliness and self-rated health.. Epidemiology and psychiatric sciences. https://doi.org/10.1017/S2045796026100894