Discussion
According to the observations made from SBE notified cases between 2015 and 2021, the 1651 reported cases in Paraguay with an average of 236 cases per year are similar to that observed between 2004 and 2015 (250 cases/year), which indicates that the incidence has remained stable and is similar to the trend of the rest of the region.12 This highlights the lack of national policies for SBE control in Paraguay during the last decade and the need to implement new strategies to improve the situation. When compared with its neighbouring countries, the incidence in Paraguay appears lower than in Brazil (1.3 cases per 10 000 population) and Bolivia (1 per 10 000 population) but higher than in Argentina (0.2 cases per 10 000 population).12 24 At subnational level, the departments of Paraguay, Bolivia and Argentina that are parts of the Gran Chaco region, are the regions with the highest SBE incidence in each country (0.5–5 per 10 000 population in the Bolivian and Paraguayan Chaco and 0.5–15 per 10 000 in the Argentine Chaco) (figure 2).12 This highlights the need to consider the SBE phenomenon within geographical areas with the same ecosystem and not by political divisions.25
Demographically, men in their productive age were the most affected. The most frequently reported occupations in 2021 were agricultural and livestock workers, as well as domestic workers. This underscore the concept of SBE as an occupational disease.1 3 8 11–13 Providing a more detailed report of the victims’ occupations could enhance our understanding of the accident contexts and facilitate the implementation of preventive measures in the workplace.1 5 26
Notably, most of the cases were reported to happen during daytime and in farms and households. This goes in line with the observations by other studies carried out in Paraguay15 16 27 and could be explained by the fact that the presence of humans in snake habitats (open natural areas such as field crops, orchards and gardens, and rural areas) and during the hours with undergoing human activity increases the frequency of human–snake contact.28 29
The most reported genus of snakes responsible for the bites was that of Bothrops sp, which is consistent with the wide distribution and diversity of their species in the country and their aggressiveness when disturbed.17 Remarkably, non-reporting of the snake genus involved in the accident occurred in as much as 56% of cases (933/1651), which implies a significant increase from the 6% reported between 2004 and 200615 but stands at similar levels as it was reported between 2010 and 2015.16 27 This poor level of identification of the snake responsible for the bite, which compromises the selection of the most adequate antivenom treatment, could indicate a lack of technical knowledge of the health personnel and the general population. Still, it is difficult to discern whether this figure is due to the inability to identify the snake’s species or to actual underfilling of the variable in the notification form since it was observed that this variable lacked the answer option ‘Unknown’ in the collection tool used for notification.
Between 2015 and 2021 most accidents were reported in the summer and spring seasons, coinciding with most of the rainy season and increasing at the end of the dry season. This concurs with what has been reported in previous years12 15 16 and is in line with the natural behaviour of the snake species distributed in the country which are more active in hot and rainy seasons.4 17 Geographically, a majority of cases were reported in the northwestern and eastern regions of Paraguay, which are the areas with most agricultural activity in the country and agree with what has been formerly observed.12 15 16 Even so, the risk of suffering an SBE is higher in the western part of the country (the Paraguayan side of the Gran Chaco region), especially in the department of Alto Paraguay (49.5 cases per 10 000 people), which can be explained by the very low population density of the region (2% of the population of Paraguay) and for the large rural areas present in the area.
As in most studies at regional and national levels,8 27 28 involvement of the lower extremities and local clinical manifestations were the most reported clinical features. This may be due to lack of adequate protection during working hours (eg, wearing boots and long trousers, using light when walking at night, clearing bushes around workplace, etc).30 Recent assessment on the knowledge about snakebite prevention in SBE endemic countries has shown that among general population there is a high level of knowledge about snakebite prevention (73% of respondents, 95% CI 52% to 93%, p<0.001).31 Still, the maintained prevalence of snakebite at population level suggests that whether the preventive methods are not being adequately put into practice or people do not perceive SBE a threat of high severity.32
Coagulopathy and generalised pain are commonly reported symptoms that align with the typical effects of envenomation by Bothrops sp snakes.1 7 18 From 2010 to 2015, the same signs and symptoms were reported as the most frequent,15 27 but they differ with what had been observed during the period 2004–2010,33 where the most reported general involvement was renal failure. The percentage of 5–11% of cases not reporting any sign of symptoms is in agreement with the range of asymptomatic SBE in the American region which has been estimated to be between 10% and 40% of the cases.12
The majority of notifications happened in second-level and third-level facilities (38–45%). This could also explain the high levels of admissions shown in this study (93%) that suggest that most patients are admitted, after referral or not, in health facilities with inpatient capacity. This percentage of admission was also observed by Alonso et al,16 who hypothesised that this could indicate the presence of a high number of complications, whether mild or severe. Still, this study cannot conclude that this number is a reliable estimate of the severity of cases reported during 2015–2021 since it is possible that severe cases are being more often reported than mild cases since they are more prompt to seek care.
The time between a snakebite and antivenom treatment administration is of utmost importance since there is a directly proportional relationship between this and the number of complications and sequelae.1 26 30 Slightly more than half of the patients receive antivenom treatment timely. However, 15% of the patients received the treatment after six or more hours of the bite. Such a feature is in line with the fact that the largest burden of SBE lies on departments with large rural areas where it is necessary to travel long distances in order to reach a health facility. Means of transportation or the unavailability of treatment are known risk factors for late access to antiophidian treatment and thus for suffering complications.16 17 31
Observations obtained through this study might lead to an underestimation of the real burden of SBE. This study is based on secondary data from health facilities reporting which can only keep track of those SBE cases who sought healthcare. Moreover, as is known in highly endemic countries and as this study also suggests, the majority of people who suffer from SBE live and work in rural areas where health-seeking behaviour, health beliefs and access to healthcare are not optimal.1–4 8 11 31 A better characterisation of the real burden of SBE in Paraguay would thus imply both passive and active surveillance (eg, household survey).4 5
Due to the significant number of variables collected through the NESS with a high rate of missing observations (10–98% missing data), no further statistical analysis could be performed in this study. In general, lack of standardisation of the collection tool (notification form) and digitalisation of the information flow, including the processes of data entry at ministerial level, together with the low adherence to the surveillance guidelines at the notification points, were all observed to be determinants of the low quality of the available data, which in turn comprises its validity and reliability.
In addition, it was observed that information on victims mortality, presence of sequelae, adverse effects of treatment, as well as further information on patient clinical management had the highest missing data (87–98%). Most of these outcomes are observed during the follow-up of the cases, which usually occurs after filling out the notification form on arrival of the SBE to the health centre. This, together with the fact that single-centre prevalence studies based on clinical records present better data on this group of variables,27 33 suggests that the current information flow established by the NESS does not allow for the collection of information on patient’s clinical progress after admission. Improving the reporting of clinical outcomes, especially mortality and sequelae prevalence, will be of utmost importance since they are indispensable for the correct measurement of the impact of SBE in the country, and because they are part of the indicators established by the WHO’s SBE prevention and control 2030 goal.1 4 5 Moreover, improvements in the reporting of pharmacovigilance data and the volume of demand of treatment are also needed considering the many limitations on the production, distribution and access to safe and effective antivenoms encountered in Paraguay.8 34
Such encountered limitations encourage the Paraguayan NESS to establish more reliable notification workflow, improve the data collection tool including more detailed and standardised variables on epidemiological and clinical characteristics and to enhance the adherence to the notification system among healthcare workers through information and educational measures.
Despite this, to the best of our knowledge, this is the first work to aggregate GDDS data over 7 years and analyse their contents availability and quality. Moreover, it brings the most recent reasonable estimation of the SBE epidemiological situation in the country incorporating to the analysis and data assessment all the groups of variables collected through the notification forms.