Empirical lessons regarding contraception in a protracted refugee setting: A descriptive study from Maela camp on the Thai-Myanmar border 1996 – 2015
Open accessAbstract
Conflict settings and refugee camps can be chaotic places, with large and rapid population movements, exacerbated public health problems, and ad hoc health services. Reproductive health care that includes family planning is of heightened importance in such settings, however, funding and resources tend to be constrained and geared towards acute health services such as trauma management and infectious disease containment. Here we report on the complexities and challenges of providing family planning in a post-emergency refugee setting, using the example of the largest refugee camp on the Thai-Myanmar border, in existence now for over 30 years. Data from 2009 demonstrates an upward trend in uptake of all contraceptives, especially long acting reversible contraception (LARC) and permanent methods (e.g. sterilization) over time. Increased uptake occurred during periods of time when there were boosts in funding or when barriers to access were alleviated. For example a surgeon fluent in local languages is correlated with increased uptake of tubal ligation in females. These data indicate that funding directed toward contraceptives in this refugee setting led to increases in contraceptives use. However, contraceptive uptake estimates depend on the baseline population which is difficult to measure in this setting. As far as we are aware, this is the longest reported review of family planning services for a refugee camp setting to date. The lessons learned from this setting may be valuable given the current global refugee crisis.
Verified 2026-10-05 · 2 references not checked yet
AI snapshot
Written from the paper’s full text.
TL;DR
This descriptive study reviews 19 years of family planning services in Maela refugee camp on the Thai-Myanmar border, documenting 35,139 new contraceptive consultations from 1996–2015. Contraceptive uptake, especially LARC and tubal ligation, increased over time and coincided with funding boosts or removal of access barriers, while pregnancy and miscarriage rates declined in recent years.
Key findings
- From 1996 through 2015, SMRU and PPAT recorded 35,139 new family planning consultations. New consultations per 1,000 reproductive-age women rose from 156.7 (TBBC estimate) and 218.8 (UNHCR estimate) in 2002 to 200.3 and 226.9, respectively, in 2015.
- Depo-injections, pills, and condoms were the major contraceptive choices; Depo-injections made up over 50% of new consultations until 2000 and remained most popular until around 2008, when the pill began to make up approximately an equal proportion.
- Cumulative tubal ligation uptake more than quadrupled between 2002 and 2007 by both TBBC and UNHCR estimates; under UNHCR estimates it potentially increased over 10-fold between 2002 and 2014, with approximately 27% of reproductive-age women having had the procedure.
- Pregnancy rates were denominator-sensitive: by TBBC estimates they fell almost 13% from 1998–2002 (160 to 138 per 1,000), rose 36% from 2004–2006 (147 to 199), then fell to 137 per 1,000 by 2015; by UNHCR estimates they rose almost 43% from 2002–2012 (195 to 284). Miscarriage rates remained relatively stable, with 2015 estimates of 10 or 11.5 per 1,000 women using TBBC or UNHCR estimates.
Methods
- Descriptive retrospective analysis of family planning services in Maela refugee camp, Thai-Myanmar border, 1996–2015, using SMRU and PPAT service records, TBBC and UNHCR population estimates, and SMRU antenatal/birth outcome data.
- Rates were calculated per 1,000 reproductive-age women; when sex was not reported, 49.79% of the population was estimated female, and 41.66% of females were estimated to be aged 15–44. Smoothed population estimates were generated with a loess curve in R, and all calculations were repeated using both TBBC and UNHCR denominators as a sensitivity analysis.
- Main measures included new contraceptive consultations, cumulative LARC and tubal ligation uptake, pregnancies, and miscarriages per year.
Limitations
- The paper states that conflicting census estimates for Maela camp are a foremost limitation, that contraceptive uptake estimates depend on the baseline population, and that the data do not allow causal relationships to be drawn. It also notes that census attempts and family planning uptake are obfuscated by a chaotic environment, political complications, population fluctuations, limited funding, and limited human resources.
- The paper states that isolating exact numbers without duplicate counting is problematic because different agencies provide overlapping services, and that the camp is not truly a closed population because refugees travel out and non-camp residents travel in for care.
- Evident from the text: this is a retrospective descriptive analysis relying on routine service records, with most years lacking age stratification and with possible underestimation of ECP use if women obtained ECPs outside the camp.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 33 cited sources checked · 0 supported · 0 flagged
- Findingown data
In 2011 there was a notable drop of approximately 28% new contraceptive users compared to 2010.
“In 2011 there was a notable drop of approximately 28% new contraceptive users compared to 2010 (Table 1).”
Quote in the paperNot a substantial claim - Findingown data
Depo-injections composed over 50% of all new contraceptive consultations until 2000.
“Depo-injections composed over 50% of all new contraceptives consultations until 2000 and remained the most popular method among new contraceptive clients in the camp until around 2008 when the pill began to make up approximately an equal proportion of new contraceptive type.”
Quote in the paperNot a substantial claim - Findingown data
By 2015 the number of new contraceptive consultations per 1,000 reproductive age women had increased to 200.3 (95% CI 191.8-209.1) by TBBC population estimates and 226.9 (95% CI 217.4-236.7) by UNHCR population estimates.
“By 2015 the number of new contraceptive consultations per 1,000 reproductive age women had increased to 200.3 (95% CI: 191.8–209.1) by TBBC population estimates and 226.9 (95% CI: 217.4–236.7) by UNHCR population estimates.”
Quote in the paperSubstantial claim- Rests on an assumption: Many villagers who are not camp residents travel to Maela camp for health care and sustenance.
- Findingown data
In Maela camp, uptake of all contraceptives, especially long acting reversible contraception (LARC) and permanent methods such as sterilization, showed an upward trend over time.
“Data from 2009 demonstrates an upward trend in uptake of all contraceptives, especially long acting reversible contraception (LARC) and permanent methods (e.g. sterilization) over time.”
Quote in the paperSubstantial claim - Findingown data
Cumulative tubal ligation uptake more than quadrupled between 2002 and 2007 based on both TBBC and UNHCR population estimates.
“Based on both TBBC and UNHCR population estimates the cumulative uptake of tubal ligation more than quadrupled between 2002 and 2007.”
Quote in the paperSubstantial claim
- Findingown data
A surgeon fluent in local languages is correlated with increased uptake of tubal ligation in females.
“For example a surgeon fluent in local languages is correlated with increased uptake of tubal ligation in females.”
- Also stated in: § Contraceptive uptake by type and year · plain
“The increase proportion attributable to tubal ligation (“tubal lig.”) in 2005–2006 coincides with SMRU hiring a local surgeon who could offer the service post-partum.”
Quote in the paperSubstantial claim - Also stated in: § Contraceptive uptake by type and year · plain
- Findingnone given
Condom uptake from the clinic decreased.
“Condom uptake from the clinic decreased.”
Quote in the paperNot a substantial claim - Findingown data
From 1996 through 2015, SMRU and PPAT collectively recorded 35,139 new family planning consultations.
“From 1996 through 2015 SMRU and PPAT collectively recorded 35,139 new family planning consultations (Table 1).”
Quote in the paperNot a substantial claim - Findingown data
Depo-injections, pills, and condoms have been the three major contraceptive choices in Maela camp.
“Depo-injections, pills, and condoms have been the three major contraceptive choices in the camp (Fig 2).”
Quote in the paperNot a substantial claim - Findingown data
The trend of increasing consultations per 1,000 reproductive age women remains.
“However, the trend of increasing consultations per 1,000 reproductive age women remains.”
Quote in the paperNot a substantial claim- Rests on an assumption: Many villagers who are not camp residents travel to Maela camp for health care and sustenance.
- Findingown data
There were no requests from clients for emergency contraception pills (ECPs).
“ECPs do not feature because there were no requests from clients for this method.”
Quote in the paperNot a substantial claim - Findingown data
IUD uptake in Maela camp slowly increased throughout the study period.
“IUD uptake has slowly increased throughout the time period (Fig 3).”
- Also stated in: § Discussion · plain
“IUD uptake has consistently increased in the camp despite the slower uptake in different areas along the Thailand-Myanmar border [49] and Malaysia-Myanmar border [50].”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · plain
- Findingown data
A spike in tubal ligation uptake between 2004 and 2007 is apparent regardless of the population denominator.
“however a spike in the uptake of tubal ligations between 2004 and 2007 is apparent regardless of the denominator.”
Quote in the paperNot a substantial claim - Findingown data
The cumulative uptake estimates in this study are sensitive to the underlying population estimates.
“The cumulative uptake estimates here are sensitive to the underlying population estimates”
Quote in the paperSubstantial claim - Findingown data
Population estimates for Maela camp are vastly different by reporting agency, with UNHCR-based estimates consistently smaller than TBBC estimates for most years.
“Population estimates for Maela camp are vastly different by reporting agency, with UNHCR-based estimates being consistently smaller than TBBC estimates (Fig 1) for most years.”
Quote in the paperNot a substantial claim- Rests on an assumption: TBBC population numbers include camp dwellers who are not officially registered by UNHCR.
- Findingown data
General trends in pregnancy and miscarriage rates are apparent regardless of the different population estimates.
“However, general trends are apparent regardless of the different population estimates.”
Quote in the paperNot a substantial claim - Findingown data
By TBBC estimates, tubal ligation uptake increased slowly since 2007.
“whereas by TBBC estimates it has increased slowly since 2007.”
Quote in the paperNot a substantial claim - Findingreasoning
The stark increase in female sterilization uptake beginning in 2005 coincides with employment of a surgeon by SMRU (2005-2007) who could provide tubal ligation immediately post-partum.
“The stark increase in the uptake of female sterilization beginning in 2005 (Fig 3) coincides with employment of a surgeon by SMRU (2005–2007) who could provide tubal ligation immediately post-partum.”
Quote in the paperSubstantial claim - Findingown data
Pregnancy and miscarriage rates are sensitive to the underlying population denominator.
“As with the cumulative incidence of LARC uptake and tubal ligation, pregnancy and miscarriage rates are sensitive to the underlying denominator (Fig 3).”
Quote in the paperSubstantial claim - Findingcitation
Based on UNHCR population estimates, pregnancy rates increased by almost 43% between 2002 and 2012, from 195 to 284 pregnancies per 1,000 reproductive age women.
“Based on UNHCR population estimates, pregnancy rates increased by almost 43% between 2002 and 2012, from 195 to 284 pregnancies per 1,000 reproductive age women.”
Quote in the paperNot a substantial claim - Findingown data
Contraceptive uptake in Maela camp is dominated by Depo-injections and the COCP.
“Contraceptive uptake in Maela camp is dominated by Depo-injections and the COCP (Fig 2).”
Quote in the paperSubstantial claim - Findingown data
The pregnancy rate in Maela camp is currently decreasing.
“The pregnancy rate is currently decreasing.”
Quote in the paperNot a substantial claim - Findingown data
Using TBBC population estimates, the miscarriage rate in 1998 was 21 per 1,000 women.
“Using TBBC population estimates the miscarriage rate in 1998 was 21 per 1,000 women.”
Quote in the paperNot a substantial claim - Findingcitation
ECP uptake has been extremely low in Maela camp despite education efforts geared toward camp dwellers and family planning staff.
“ECPs uptake has been extremely low in the camp, despite education efforts geared toward both camp dwellers and family planning staff [43].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [43] M Hobstetter, 2015, “In rape cases we can use this pill”: A multimethods assessment of emergency contraception knowledge, access, and needs on the Thailand − Burma border, Int J Gynecol Obstet. Elsevier B.V source
Not checked in the free run.
- Findingnone given
In the past, implant had higher uptake than IUD in Maela camp.
“In the past, implant had higher uptake than did IUD”
Quote in the paperNot a substantial claim - Findingown data
Miscarriage rates showed small fluctuations but remained relatively stable for most of the study period.
“Miscarriage rates showed small fluctuations over time but remained relatively stable for most of the time period (Fig 4).”
Quote in the paperNot a substantial claim - Findingown data
Using TBBC population estimates, pregnancies increased by 36% from 2004 to 2006, from 147 to 199 per 1,000.
“an 36% increase from 2004 to 2006 (147 to 199 pregnancies per 1,000)”
Quote in the paperNot a substantial claim - Findingown data
Using TBBC population estimates, pregnancies decreased by almost 13% between 1998 and 2002, from 160 to 138 per 1,000.
“Using TBBC population estimates, pregnancies appear to have undergone an initial decrease (by almost 13%) between 1998 and 2002 (160 to 138 births per 1,000)”
Quote in the paperNot a substantial claim - Findingcitation
The increased uptake of LARC and permanent methods coincides with decreases in maternal and neonatal mortality in Maela camp.
“the increased uptake of LARC and permanent methods coincide with decreases in maternal and neonatal mortality [32,33]”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [32] R McGready, 2012, Effect of early detection and treatment on malaria related maternal mortality on the north-western border of thailand 1986–2010, PLoS One source
Not checked in the free run.
- cites [33] C Luxemburger, 2003, Beri-beri: the major cause of infant mortality in Karen refugees, Trans R Soc Trop Med Hyg2 source
Not checked in the free run.
- Premisecitation
As a result of the 1997 Asian financial crisis, the Thai Department of Public Health was unable to continue to supply contraceptives.
“As a result of the 1997 Asian financial crisis [25] the TDPH was unable to continue to supply contraceptives.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [25] S Radelet, 1998, Brookings Papers on Economic Activity
Not checked in the free run.
- Interpretationreasoning
Funding directed toward contraceptives in this refugee setting led to increases in contraceptive use.
“These data indicate that funding directed toward contraceptives in this refugee setting led to increases in contraceptives use.”
Quote in the paperSubstantial claim- Rests on an assumption: Fluctuations in global and local economics as well as political sentiment have adversely affected International PPA and hence PPAT operations.
- Premisecitation
Lack of accurate data, including baseline population numbers, is a barrier to reproductive health success in conflict settings.
“Barriers to success are related to insufficient aid for reproductive activities [8], lack of institutional capacity [7], socio-cultural barriers [9], lack of commodity management and security resulting in inconsistent stocks of essential supplies, lack of appropriate engagement with local communities [9] and lack of accurate data (including baseline population numbers [10]).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] D Guha-Sapir, 1991, Rapid assessment of health needs in mass emergencies: review of current concepts and methods, World Heal Stat Q
Not checked in the free run.
- Interpretationreasoning
Changes in contraceptive uptake in Maela camp are directly related to donor funding.
“Changes in contraceptive uptake in Maela camp (Figs 2 and 3) are directly related to donor funding.”
Quote in the paperSubstantial claim - Premisecitation
In conflict settings, reproductive health is not always prioritized.
“In conflict settings, decisions must be made about how and where to allocate limited funds [45] and reproductive health is not always prioritized.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [45] L Schreck, 2000, Turning Point: A Special Report on the Refugee Reproductive Health Field, Int Fam Plan Perspect source
Not checked in the free run.
- Premisecitation
Low literacy amongst the female population in Maela camp required resources to be channeled toward training staff who speak local languages.
“Low literacy amongst the female population [46] required resources to be channeled toward training staff who speak local languages (S’gaw Karen, Pwo Karen and Burmese) in order to provide verbal or pictorial information and counseling to women.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [46] VI Carrara, 2011, Improved pregnancy outcome in refugees and migrants despite low literacy on the Thai-Burmese border: results of three cross-sectional surveys, BMC Pregnancy Childbirth source
Not checked in the free run.
- Interpretationown data
Efforts to provide contraceptives in refugee settings are likely to yield benefits.
“The data presented here suggest that efforts to provide contraceptives in refugee settings are likely to yield benefits”
Quote in the paperSubstantial claim- Rests on an assumption: Unintended pregnancies represent unanticipated and largely avoidable social, economic, and health costs to women, couples, families and communities.
- Interpretationreasoning
Fluctuations in funding resulted in shifts in health services and the contraceptives that could be provided.
“Fluctuations in funding resulted in shifts in health services and the contraceptives that could be provided.”
Quote in the paperSubstantial claim - Interpretationreasoning
The lower rate of implant uptake in 2000-2001 was related to the end of the FPA funding.
“the lower rate of implant uptake in 2000–2001 was related to the end of the FPA funding”
Quote in the paperSubstantial claim - Premisecitation
The five sites studied by Curry et al. all worked through the Ministry of Health, unlike Maela camp.
“The five sites studied by Curry et al all worked through the Ministry of Health unlike the situation in Maela camp [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] DW Curry, 2015, Delivering high-quality family planning services in crisis-affected settings I: program implementation, Glob Heal Sci Pract source
Not checked in the free run.
- Interpretationcitation
The pattern of change reported in this study roughly follows the demographic transition model.
“The pattern of change reported here roughly follows the demographic transition model (with an initial decrease in mortality followed by a decrease in fertility) which has been observed in several regions of the world as populations undergo economic development [35,36].”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning
Free provision of contraceptives in the refugee camp probably contributed positively to uptake.
“Free provision of contraceptives in the refugee camp probably contributed positively to uptake but data on the impact of patient donations was poor.”
Quote in the paperSubstantial claim - Study design and conductreasoning
A foremost limitation of this work is conflicting census estimates for Maela refugee camp.
“Foremost among these limitations are conflicting census estimates for Maela refugee camp.”
Quote in the paperSubstantial claim - Premisecitation
Karen culture is conservative with regard to intercourse and pregnancy.
“Karen culture is conservative with regard to intercourse and pregnancy [23,44]”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [23] R McGready, 2015, Audit of antenatal screening for syphilis and HIV in migrant and refugee women on the Thai-Myanmar border: a descriptive study [version 2; referees: 2 approved], F1000Research source
Not checked in the free run.
- cites [44] E Kobori, 2007, Prevalence and correlates of sexual behaviors among Karen villagers in northern Thailand, AIDS Behav source
Not checked in the free run.
- Interpretationcitation
High uptake of tubal ligation was because the doctor lived in the camp full time and could fluently speak local languages, allowing adequate explanation and strong doctor-patient relationships.
“Uptake was high because the doctor lived in the camp full time and could fluently speak the local camp languages (both S’gaw Karen and Burmese) allowing adequate explanation and strong doctor-patient relationships [39].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [39] CK Weerasuriya, 2012, Evaluation of a surgical service in the chronic phase of a refugee camp: an example from the Thai-Myanmar border, Confl Health source
Not checked in the free run.
- Interpretationreasoning
In Maela camp, census attempts and family planning uptake are obfuscated by the chaotic environment, complicated political situations, population fluctuations, limited funding and human resources.
“In Maela camp census attempts and family planning uptake are obfuscated by the chaotic environment, complicated political situations, population fluctuations (frequently from new conflicts or skirmishes), limited funding and human resources.”
Quote in the paperSubstantial claim - Interpretationown data
Women and men voluntarily seek contraceptive services when they are provided in an economically and socio-culturally appropriate manner.
“and that women and men, voluntarily seek such services when they are provided in an economically and socio-culturally appropriate manner.”
Quote in the paperSubstantial claim
- May combine two claims. 23
- Classified as probably not a substantial claim. 13
May combine two claims.
Findingown dataDepo-injections remained the most popular method among new contraceptive clients in Maela camp until around 2008, when the pill began to make up approximately an equal proportion of new contraceptive type.
“Depo-injections composed over 50% of all new contraceptives consultations until 2000 and remained the most popular method among new contraceptive clients in the camp until around 2008 when the pill began to make up approximately an equal proportion of new contraceptive type.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe two agencies showed congruence in population estimates in 2007 and 2008, then moved in opposing directions with TBBC levelling off and UNHCR showing depopulation, and finally converging again in 2015.
“The two agencies showed congruence in population estimates in 2007 and 2008, then moved in opposing directions with TBBC showing population estimates levelling off and UNHCR showing depopulation, and finally converging again in 2015.”
Quote in the paperNot a substantial claim- Rests on an assumption: TBBC population numbers include camp dwellers who are not officially registered by UNHCR.
May combine two claims.
Findingown dataFemale sterilizations followed the same general pattern as LARC until 2004, when they began to increase and surpassed LARC.
“Female sterilizations (tubal ligation) followed the same general pattern as LARC until 2004 when they began to increase and surpassed LARC.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOver the last decade, implant uptake in Maela camp at least doubled under TBBC population estimates and potentially quadrupled under UNHCR population estimates.
“Over the last decade, implant uptake appears to have at least doubled (TBBC-based population estimates) and potentially quadrupled (UNHCR-based population estimates).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCumulative IUD uptake in Maela camp was around 15 or 25 per 1,000 reproductive age women in 2002 and around 125 or 75 per 1,000 in 2012, depending on TBBC or UNHCR population estimates.
“In 2002 cumulative IUD uptake was around 15 or 25 per 1,000 reproductive age women whereas in 2012 it was either around 125 or 75 per 1,000 reproductive age women (TBBC- and UNHCR-based population estimates respectively).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe number of new contraceptive consultations per 1,000 reproductive age women in 2002 was 156.7 (95% CI 149.2-164.4) using TBBC population estimates and 218.8 (95% CI 208.8-229.1) using UNHCR estimates.
“The number of new contraceptive consultations per 1,000 reproductive age women in 2002 using TBBC population estimates was 156.7 (95% CI: 149.2–164.4) and by UNHCR estimates was 218.8 (95% CI: 208.8–229.1).”
Quote in the paperNot a substantial claim- Rests on an assumption: Many villagers who are not camp residents travel to Maela camp for health care and sustenance.
May combine two claims.
Findingown dataIn recent years, miscarriage rates decreased, with 2015 estimates of 10 or 11.5 per 1,000 women using TBBC or UNHCR estimates respectively.
“There is an apparent decrease in recent years, with the most recent estimates (from 2015) of miscarriage rates indicating 10 or 11.5 per 1,000 women using TBBC or UNHCR estimates respectively.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningIf UNHCR population estimates are correct, tubal ligation uptake increased over 10-fold between 2002 and 2014, with approximately 27% of all reproductive age women having had the procedure.
“If UNHCR population estimates are correct, the uptake of tubal ligations continued on this upward trajectory, potentially increasing over 10 fold between 2002 and 2014 (with approximately 27% of all reproductive age women having had the procedure)”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLARC uptake appears to be increasing while pregnancies and miscarriages are decreasing in Maela camp.
“LARC uptake appears to be increasing while pregnancies and miscarriages are decreasing (Figs 3 and 4).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataUsing TBBC population estimates, pregnancies decreased from 2009 through 2015, reaching 137 per 1,000 reproductive age women, slightly lower than any other recorded year.
“and then another period of decrease from 2009 through 2015, reaching a slightly lower pregnancy rate than in any other recorded year (137 pregnancies per 1,000 reproductive age women).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUsing TBBC population estimates, the miscarriage rate decreased to approximately 15 per 1,000 women in 2001 and increased back to 25 per 1,000 women in 2007.
“It fluctuated over the time period, decreasing to approximately 15 per 1,000 women in 2001 and increasing back to 25 per 1,000 women in 2007.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUsing UNHCR population estimates, the miscarriage rate began at around 20 per 1,000 in 2002, increased to 30 per 1,000 by 2007, and began a decrease in 2011.
“Using UNHCR population estimates the rate began at around 20 per 1,000 reproductive age women in 2002, increased to 30 per 1,000 by 2007 and began a decrease in 2011.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningIn 2015, a decision was made to primarily provide IUD because it permits at least 4 times more women to be reached compared to implants, as the cost was 600 versus 2,200 Thai baht in the same year, due to the small family planning budget.
“in 2015 a decision was made to primarily provide IUD (since it permits at least 4 times more women to be reached compared to implants as the cost was 600 versus 2,200 Thai baht in the same year) because of the small family planning budget.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationMiscarriages in Maela camp appear within the ranges reported from developed nations and have remained relatively stable over time, with recent data suggesting declining rates.
“Miscarriages appear within the ranges reported from developed nations [41,42] and have remained relatively stable over time (Fig 4), with recent data suggesting declining rates.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [41] Ventura SJ, Mosher WD, Curtin SC, Abma JC, Henshaw S. Highlights of trends in pregnancies and pregnancy rates by outcome: estimates for the United States, 1976–1996. National Vital Statistics Reports. Hyattsville, Maryland; 1999.
Not checked in the free run.
- cites [42] K Helweg-Larsen, 1994, Abortions and prevention of pregnancies in 1992, Ugeskr Laeger
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationContraception directly benefits mothers and children and also boosts the health and wellbeing of entire communities, including refugees and refugee settlements.
“Contraception directly benefits mothers and children and also boosts the health and wellbeing of entire communities, including refugees and refugee settlements [16,17].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [16] DW Curry, 2015, Delivering high-quality family planning services in crisis-affected settings I: program implementation, Glob Heal Sci Pract source
Not checked in the free run.
- cites [17] DH Peters, 2008, Poverty and Access to Health Care in Developing Countries, Ann NY Acad Sci source
Not checked in the free run.
May combine two claims.
Study design and conductcitationMaela camp is legally a closed population, but in reality refugees travel out of the camp for economic purposes in legal and illegal capacities.
“Maela camp is a closed population, meaning that residents are unable to legally travel within Thailand, however, the reality is much more complex [26] with refugees travelling out of the camp for economic purposes, in both legal and illegal capacities.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] DM Parker, 2015, Malaria ecology along the Thailand—Myanmar border, Malar J. BioMed Central
Not checked in the free run.
May combine two claims.
InterpretationcitationUNHCR population estimates have systematically been lower than TBBC estimates and may be influenced by political sentiments.
“UNHCR numbers started well after Maela camp was established and have systematically been lower than TBBC numbers but may be influenced by political sentiments; in this case they may have been influenced by real or perceived aggravation by Thai authorities regarding a growing, foreign, uninvited population, as with refugees elsewhere [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] P Hunter, 2016, The refugee crisis challenges national health care systems, EMBO reports source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenDifferent agencies within refugee camps can provide overlapping services, so isolating exact numbers without duplicate counting can be problematic.
“Different agencies within refugee camps can provide overlapping services, so that isolating exact numbers without duplicate counting can be problematic.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataIncreased contraceptive uptake occurred during periods when there were boosts in funding or when barriers to access were alleviated.
“Increased uptake occurred during periods of time when there were boosts in funding or when barriers to access were alleviated.”
Quote in the paperSubstantial claim- Rests on an assumption: Fluctuations in global and local economics as well as political sentiment have adversely affected International PPA and hence PPAT operations.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationLong acting reversible contraceptives and permanent methods such as sterilization can be offered in conflict settings despite logistical concerns, and are especially advantageous in crisis situations.
“Recent evidence suggests that long acting reversible contraceptives (LARC), and permanent methods such as sterilization, can be offered in conflict settings despite logistical concerns, and are especially advantageous in crisis situations [16].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] DW Curry, 2015, Delivering high-quality family planning services in crisis-affected settings I: program implementation, Glob Heal Sci Pract source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationReproductive health services incorporating medical care, education and contraceptives are crucial in conflict settings, not only for maternal mortality but also for child mortality, morbidity and poverty.
“Reproductive health services (incorporating medical care, education and contraceptives) are crucial in these settings, not only with regard to maternal mortality but also with regard to child mortality, [11] morbidity [12] and poverty [13].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [11] WJ Moss, 2006, Child health in complex emergencies, Bull World Health Organ source
Not checked in the free run.
- cites [12] DJ Barker, 1990, The fetal and infant origins of adult disease, BMJ Br Med J source
Not checked in the free run.
- cites [13] Corak M. Do poor children become poor adults? Lessons from a cross country comparison of generational income mobility [Internet]. IZA Discussion Paper. 2006. <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="http://ftp.iza.org/dp1993.pdf" xlink:type="simple">http://ftp.iza.org/dp1993.pdf</ext-link>
Not checked in the free run.
May combine two claims.
Study design and conductcitationContraceptive uptake estimates depend on the baseline population, which is difficult to measure in this setting.
“However, contraceptive uptake estimates depend on the baseline population which is difficult to measure in this setting.”
- Also stated in: § Data · plain
“Pinpointing the current or yearly population can be difficult in refugee camps and resulting rates and figures require cautious interpretation [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] D Guha-Sapir, 1991, Rapid assessment of health needs in mass emergencies: review of current concepts and methods, World Heal Stat Q
Not checked in the free run.
- Rests on an assumption: Many villagers who are not camp residents travel to Maela camp for health care and sustenance.
- Also stated in: § Data · plain
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationcitationIn places where reproductive health needs are greatest, the extent of those needs may be most difficult to accurately document and report, potentially leading to a cycle of public health and humanitarian neglect or misdirection of services.
“In places where the reproductive health needs are the greatest, the extent of those needs may be most difficult to accurately document and report, potentially leading to a cycle of public health and humanitarian neglect or misdirection of services [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] LP Boss, 1994, Assessments of mortality, morbidity, and nutritional status in Somalia during the 1991–1992 famine: Recommendations for standardization of methods, J Am Medican Assoc source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningData collection is a major problem in humanitarian settings.
“data collection is a major problem in humanitarian settings”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationContraceptive uptake by Afghan refugee women living in Pakistan was observed to be directly associated with subsidized healthcare.
“contraceptive uptake by Afghan refugee women living in Pakistan was observed to be directly associated with subsidized healthcare [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] H Raheel, 2012, Knowledge, attitudes and practices of contraception among Afghan refugee women in Pakistan: a cross-sectional study, PLoS One source
Not checked in the free run.
May combine two claims.
PremisecitationBurundi refugees in the 1988 Tanzania census had a 6-fold higher risk of child death compared to Tanzanian mothers at highest risk of childbearing; highest-risk Tanzanian mothers had a 6.4-fold higher risk than low-risk Tanzanian mothers.
“Burundi refugees included in the 1988 census data in Tanzania had a 6 fold higher risk of child death compared to Tanzanian mothers who were at the highest risk of child bearing; the highest risk Tanzanian mothers having a child death was 6.4 fold higher than low risk Tanzanian mothers [37].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] MC Mbago, 1994, Some correlates of child mortality in the refugee populated regions in Tanzania, J Biosoc Sci source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe call for agencies and governments to maintain funding for free family planning and other reproductive health services for refugees, internally displaced and marginalized populations is not new.
“The call for agencies and governments to maintain funding for free family planning and other reproductive health services for refugees, internally displaced and marginalized populations is far from a new concept [48].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [48] R V Short, 2001, The future fertility of mankind: effects on world population growth and migration, Reprod Fertil Dev source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious linkage suggests reproductive health outcomes could be better in post-conflict phases than in the host country or country-of-origin for refugees and internally displaced persons.
“Previous linkage between crude birth rates and mortality in refugee and internally displaced persons suggested reproductive health outcomes could be better in post-conflict phases than in the host country or in the country-of-origin [34].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34] M Hynes, 2002, Reproductive health indicators and outcomes among refugee and internally displaced persons in postemergency phase camps, JAMA J Am Med Assoc source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCurry et al. suggested avoiding costly population surveys and focusing on obtaining high quality routine monitoring data to improve family planning programs in conflict settings.
“In relation to family planning programs in conflict settings Curry et al. [16] suggested the avoidance of costly population surveys and suggested that providers should focus on obtaining ‘high quality routine monitoring data’, using this to improve programs.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] DW Curry, 2015, Delivering high-quality family planning services in crisis-affected settings I: program implementation, Glob Heal Sci Pract source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationLocal misconceptions and fears surrounding operations could be addressed directly rather than through an interpreter.
“Local misconceptions and fears surrounding operations could be addressed directly rather than through an interpreter [40].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] P Salisbury, 2016, Family planning knowledge, attitudes and practices in refugee and migrant pregnant and post-partum women on the Thailand-Myanmar border—a mixed methods study, BMC Reprod Heal
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationIn refugee settings, mortality is usually at its highest early on.
“when mortality is usually at its highest [38]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [38] RW Rochat, 2011, Maternal and child health epidemic-assistance investigations, Am J Epidemiol source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
PremisecitationContraceptive services have significant and important benefits for maternal health and for communities.
“Contraceptive services have significant and important benefits for maternal health and for communities [53]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [53] R Dixon-Mueller, 2007, Fertility regulation and reproductive health in the millennium development goals: The search for a perfect indicator, Am J Public Health source
Not checked in the free run.
The paper relies on this without support.
This is the longest reported review of family planning services for a refugee camp setting to date.
“As far as we are aware, this is the longest reported review of family planning services for a refugee camp setting to date.”
The paper relies on this without support.
Many villagers who are not camp residents travel to Maela camp for health care and sustenance.
“Furthermore many villagers (non-camp residents) travel to the camp for health care and sustenance, as it is a source of food and basic medical services.”
The paper relies on this without support.
The vast majority of births in Maela camp occur at SMRU.
“The vast majority of births in Maela camp occur at SMRU.”
The paper relies on this without support.
TBBC population numbers include camp dwellers who are not officially registered by UNHCR.
“TBBC numbers include camp dwellers who are not officially registered by UNHCR.”
The paper relies on this without support.
Fluctuations in global and local economics as well as political sentiment have adversely affected International PPA and hence PPAT operations.
“Fluctuations in global and local economics as well as political sentiment have adversely affected International PPA (IPPA) and hence PPAT operations.”
The paper relies on this without support.
Unintended pregnancies represent unanticipated and largely avoidable social, economic, and health costs to women, couples, families and communities.
“Unintended pregnancies represent unanticipated and largely avoidable social, economic, and health costs to women, couples, families and communities.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Data on adolescent pregnancy and birth outcomes are seldom reported in refugee camps because of difficulties in obtaining and maintaining accurate population census data.
“As a result of difficulties in obtaining and maintaining accurate population census data in the often chaotic environments of refugee camps, data on adolescent pregnancy and birth outcomes are seldom reported 13, with most publications arising from countries of resettlement 14, 15.”
From Trends and birth outcomes in adolescent refugees and migrants on the Thailand-Myanmar border, 1986-2016: an observational study (2018) · cites this paper as [13]
Estimations of numbers of women of reproductive age in the camp by UNHCR and TBC do not concur.
“Estimations of numbers of women of reproductive age in the camp by different official organizations (namely the United Nations High Commission for Refugees (UNHCR) and TBC) do not concur 13.”
From Trends and birth outcomes in adolescent refugees and migrants on the Thailand-Myanmar border, 1986-2016: an observational study (2018) · cites this paper as [13]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
2012 IUD uptake rates are assigned to the wrong population estimates
MinorThe text assigns the higher 2012 IUD uptake rate (125 per 1,000) to TBBC and the lower rate (75) to UNHCR. But it says UNHCR estimated a smaller, declining population in this period; with the same IUD count, its smaller denominator would produce the higher rate.
“In 2002 cumulative IUD uptake was around 15 or 25 per 1,000 reproductive age women whereas in 2012 it was either around 125 or 75 per 1,000 reproductive age women (TBBC- and UNHCR-based population estimates respectively).”
“The two agencies showed congruence in population estimates in 2007 and 2008, then moved in opposing directions with TBBC showing population estimates levelling off and UNHCR showing depopulation, and finally converging again in 2015.”
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- Authors
- Srikanok, S., Parker, D. M., Parker, A. L., Lee, T., Min, A. M., Ontuwong, P., Oo Tan, S., Sirinonthachai, S., & McGready, R.
- Affiliations
- Mahidol University (TH)
- Corresponding author
- Srikanok, Somjet
- Parker, Daniel M.
- Parker, Amber L.
- Lee, Tracey
- Min, Aung Myat
- Ontuwong, Pranee
- Sirinonthachai, Supachai
- McGready, Rose
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2017-02-23
- Volume
- 12
- Issue
- 2
- Pages
- e0172007
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC5322876
- OpenAlex
- W2589901661
- Cited by
- 19
- References
- 52
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 1 · 2023: 2 · 2022: 1 · 2021: 3 · 2019: 2 · 2018: 2 · 2017: 5
- FWCI
- 2.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Funders
- Wellcome Trust (WT-106698, 106698)
- Mahidol University
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Reproductive Health and Contraception
- Health Sciences › Health Professions › General Health Professions › Male Reproductive Health Studies
- Health Sciences › Health Professions › General Health Professions › Health and Conflict Studies
- Keywords
- family planning, contraception, refugee camps, long-acting reversible contraception, tubal ligation, sterilization, contraceptive uptake, barriers to contraceptive access, health funding, refugee health care
- MeSH terms
- Abortion, Spontaneous, Adult, Myanmar, Contraception, Contraceptive Agents, Family Planning Services, Female, Humans, Pregnancy, Refugees, Thailand, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-05.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-05.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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