Two states form each of the 4 regions of the country taken up for the study are grouped based on the emerging themes. The column depicts the key thematic areas which arose after an iterative code categorization. Segregation and a tabular depiction show that maximum code contribution towards the key thematic areas was by the western region (33%), followed by the eastern (24%) and southern (23%) regions respectively. Moreover, the broad thematic contribution of responses of the frontline health managers towards the pandemic scenario and the situational factors which arose as an indirect consequence of the scenario; was the maximum as compared to the other themes.
Table 1
Description of framework with key thematic issues
S.N | THEMATIC ISSUES | SUB THEMES | DESCRIPTION | QUOTES |
1 | Constraints among FLWs | Stake-holder opinion, Human Resource | Centre down guidelines had to be followed which was too rapid and unclear. Rajasthan had the autonomy for deliverance, Acute shortage of staff, Fear to perform, Lack of Partnership, strained existing system with staff turning positive. Quarantine of health workers never done. Exhaustive duty hours with need to manage both emergency and routine health care services. | “Our people were working day and night, we didnot give leaves for 2-3 months” |
2 | Data management issues | Reporting, Retrieval, Obligance | No single authority to follow, Too large data pile up which was un managable, Tracking impossible, No separate staff could be dedicated for purpose of reporting, Retrieval of data was irregular and erronous, Lot of miscommunication and infodemics. Data duplication and inadequately manned IDSP. | “War room were created and data was collected, but that was too much of data what to do with data was never discussed with health department. So analysis of data was not apt” |
3 | Barriers/Gaps in Execution | Central-down Guidelines, lack of Autonomy | Lack of coordination between the authority and executers, No single department responsible, Problem with dead body management, transportation and other patient related issues. Lack of sleep, overworked staff, problems of wearing gowns/masks for long continous hours, Vulnerable population, Lack of follow up, confusion regardi ng travel and shifts, migrations | “Most of the health activbity was carried out by health and family welfare. But now administration, p[olice and ICMR all were involved. It was confusion who has to do what?’ |
4 | Surveillance activities | Monitoring, Day to day Support | Non specific staff to carry out contact tracing and house visits, Rapid response teams uncoordinated, lack of training in monitoring the day to day activities, Acute need for capacity building. | “There were no specific guideline who has to do what? So many used different people for contact tracing and un trained contact tracing led to non specific things and no proper containment happened” |
5 | Situational Factors | Confusions, Wax and Wean effect | Too frequent updates and guidelines, Testing strategies unclear, Difficulty in dissemination of information to grassroot levels, | “Every now and then the guidelines changed and we had to find out what is current situation of guideline whih was stressful” |
6 | Strategic Action Plan | Communication, Donations, Doorstep delivery, Past experiences, Planned division of work | Involvement of other medical colleges to aid in monitoring, Intradepartmental and Interdepartmental coordination, Incentive based recruitment, Involvement of private players through IMA, Involvement of NGOs, Multisectoral involvement for delivery of food, home delivery of medicines for NCDs etc, dead body management, cleanliness, contact tracing, house visits etc. Camp based approached to clear backlogs. | “We started the dialogue with IMA and private medical colleges from the beginning and they supported whole heartedly and so could combact the disease at the earliest” |
7 | Financial Issues and management | Incentive, Payroll, Improper fund flow | Lack of proper incentive was demotivating and so additional incentives were given in many regions, Clarity in work role as per their pay band was lacking which created lot of confusion, Improper fund flow lead to delay in treatment, Logistic issues | “Private doctors were paid really well, asking them for COVID duty was not possible but we did not have specialist in public health” |
8 | Reaction | Immediate, Local level management | The staff managed the direct and indirect health issues of the patients admitted at their own level. Too much reliance on seniors could cause delay. So it was decision at sight | Responder : " The police vehicle had to be used for testing" |
9 | Response | Local Amendments, Innovative Management, Distribution | Teachers and police were coordinated with for contact tracing, Private practitioners involved, NGOs were involved for food delivery, Local organisations managed the dead bodies, district malaria team looked after the sanitation, Revenue department took care of isolation and notification; whereas CDPO, AWW, ASHA s aided in home isolation | Responder: "We had posted teachers at district programme management unit" |
10 | Role of Media | Negative versus positive role | Infodemics causes panic and confusion which further leads to hindrance in accepting treatments. This causes difficulty to staff. However, at times they boost morale by appreciations of FLWs, showing relevant contents and healthy communications. | “media created hawack, they made it a big issue and administrative issue instead of a disease. They projected various unwanted social media forwards and fear was created in general public” |
Table 1 demonstartes the key thematic issues based on the constraints among FLWs which highlights the plight of mandatory follow of centre down instructions. This was time taking and exhaustive. Issues of Data management also saw similar problems with no knowledge of whom to follow and what to rule out. On the top of it there were coordination issues between authority and executers. Surveillance activities and financial management suffered a major drawback. Communication mis-management lead to an infodemic which caused panic and confusion in response.
Table2 : Summation of the broad thematic areas categorized as negative and positive themes.
REGION | STATES/REGION | Summation of all Themes | Percent | NEGATIVE THEMES = Issues/Gaps/Constraints/Situational Factors | Percent | POSITIVE THEMES = Reaction, Response, Strategic action plan, Surveillance | Percent |
NORTH | DELHI | 128 | | 82 | | 46 | |
| RAJASTHAN | 105 | | 80 | | 25 | |
| TOTAL NORTH | 233 | 19% | 162 | 27% | 71 | 12% |
SOUTH | KERALA | 183 | | 35 | | 148 | |
| KARNATAKA | 100 | | 49 | | 51 | |
| TOTAL SOUTH | 283 | 23% | 84 | 14% | 199 | 33% |
EAST | ODISHA | 204 | | 85 | | 119 | |
| TRIPURA | 87 | | 70 | | 17 | |
| TOTAL EAST | 291 | 24% | 155 | 25% | 136 | 23% |
WEST | GUJRAT | 112 | | 39 | | 73 | |
| MAHARASHTRA | 286 | | 168 | | 118 | |
| TOTAL WEST | 398 | 33% | 207 | 34% | 191 | 32% |
| GRAND TOTAL | 1205 | | 608 | | 597 | |
The summation table above broadly categorizes the broad themes into Positive and Negative arenas. The negative themes have been collated to include the Gaps in execution, Barriers, Issues with finance, challenges in managing data, Constraints among FLWs and other situational factors arising out of the Pandemic; although not directly related to it. Out of the total of 608 codes for negative themes, the western region was found to cater to more issues and challenges; which however was least with the southern part of the country. On the other hand, the positive thematic areas which included the reaction (Immediate), response (gradual), Strategic action plan and Surveillance have been better in the Southern and western region but least in North India. Although, there is no direct association between these, however, observation and percentages show that out of the total 1205 codes categorized into 10 broad themes, 608 were negative and 597 were positive.
Positive themes as depicted in green bars show that the representation in south is maximum followed by west; whereas, it is least in the north regions. The negative thematic representation of the blue bars in the backdrop shows a contrast scenario; with southern region having least contribution and western region with maximum.
The radar diagram on the left shows the negative thematic issues and maximum situational factors have contributed to these. Situational factors are those issues which have come up as an indirect consequence of the pandemic and not directly related to the health. The various codes for this are given in the table above. Besides, we find, the eastern region to be having maximum gaps in execution, be it the guidelines or testing strategies or other deliverables. The western region has been shown to have maximum issues with situational factors and constraints among FLWs as regards to manpower shortage, incentives, over duties, fear, no quarantines etc. the southern region comparatively had higher issues with data management. We also find that there were least issues with finance and its management among all the 4 regions.
The radar diagram on the right depicts the positive thematic areas and we find west and southern regions contributing maximum towards the Response in the form of innovative techniques, local amendments and redistribution. On the other hand, the strategic action plan was well in the eastern region which includes good communication strategies, donations, doorstep delivery, use of past experiences, planned division of work etc. Southern region specifically was able to react well in such situation by immediate decisions, Local level management, relying less on seniors for decision making and action.
- Challenges in policy making and execution at district level
In majority of the states, the centre down guidelines were followed as provided mostly because of lack of autonomy for local decision making. However, Rajasthan was one such state where delegation of decision making was bestowed on the district officials. The many confusions due to repeated change of guidelines posed an issue almost everywhere as the same had to be communicated till the grassroot level workers time and again.
- Challenges with human resource at district level
Human resource was constrained not only owing to the fact that it could not meet up to the huge need that arose during the time but it also showed the dearth of health care workers as against requirement. The existing system was being strained with the workload and the situation also got difficult when staff themselves turned positive. The non-involvement of private sector from the start was also seen to pose a huge challenge in involving them later as many either refused or showed no interest to shoulder the burden.
- Challenges in training and data management
Training was generally not considered as a major issue at almost all site. The concerns were mainly centred around the frequent change of guidelines. The fact that the local needs of the states were not taken into consideration especially with regard to management of tribal population, quarantine rules in high populous areas, containment issues etc posed a challenge to the frontline managers. There seemed to be data duplications at many sites as there was no clear guidance on the same. The most important observation as pointed out by frontline managers of various states was the fact that the IDSP needed rejuvenating in terms of manpower and resources.
- Gaps in local execution of central policies
As local considerations were at a minimum in the central guidelines that were disseminated, it did pose a huge task to the district to go on with COVID activities with ease. From restricting the public against panic buying to allaying their fears, the district frontline managers found it a humungous task to take into the consideration the local needs as well execute the guidelines. Especially areas that were surrounded by both airport and seaport which saw doubling of workload alongside managing the migrants and community at large, it was indeed a requirement to have the necessary norms in place. At certain sites, alongside the main issues, the bureaucratic involvement posed a hinderance in flow of work.
- Innovative mechanisms
These situational factors contributed to putting up some strategies of management i.e., reverse quarantine of individuals like the elderly thus preventing them from getting infected, formation of COVID armies for better surveillance and watch over activities, conduction of mock drills so as to better deliver the guidelines to the grassroot workers, involvement of local leaders which thus helped to gain better trust of community, regular media usage by interviewing the COVID survivors so as to allay fears and myths that developed around the infection etc. Usage of polio surveillance teams and their experience at certain sites helped to manage COVID related activities in the community in a better way. Such mechanisms put in place thus paved the way for better management of infection.
The workload during COVID however saw a distribution across various departments other than health majorly. The departments involved included the police, teachers, revenue department, NGOs, panchayat etc. While the direct health related workload was managed by the staff from public health sector, the other COVID related activities were managed by the rest of the involved departments ex: Food delivery was taken up by NGOs, contact tracing by teachers and police, revenue department for isolation and notification etc.
The digital platform was used to its maximum with regular online trainings for the workforce. At certain sites, training modules for various cadres was made so that it could be simplified and delivered effectively to various levels of workforce.
Evolving many technical committees at the district level helped for better distribution and management of workload. Experiences gained from management of health during floods and outbreaks such as Nipah were taken into consideration and similarly acted upon. Price capping was immediately brought up to ensure that it does not exceed buying capacity of individuals.