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Budget utilisation for each of the PHCs in the taluka was obtained.
The aggregated budget utilisation rate for Tumkur districtc increased marginally, from 83% in 2009 to 85% in 2012.
Gubbi's stillbirth rate decreased the most among all the talukas in Tumkur; the improvements in proportion of CS performed and budget utilisation were modest (Table 2).
To assess the distal outputs of the intervention, we collected annualised data on budget utilisation, provision of 24/7 PHC services, coverage rates of institutional delivery, delivery by caesarean section (CS), completion of three antenatal care visits, and immunisation.
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As the population continues to age demand for this type of surgery will increase, with significant implications for the health system in terms of the impact on healthcare budgets and service utilisation.
Details of the utilisation of this budget are shown in financial flows of local governments (Table 3).
An indication of the different capacities of local authorities to manage their health budget is shown by their utilisation of it.
However, the use of level-based scalar quantisers in the block quantiser allows better utilisation of the bit budget; a finer 'spread' of the bit budget across components; and better preservation of optimality.
It also mentioned the role which local authority capacity plays in the successful utilisation of a decentralised budget.
9 Although we use a quadratic specification, implying a cost for under utilisation, as long as the budget is ample relative to the treatment-specific cost, conditions we always ensure, optimal (k>bar {k}).
In the longer term, however, inefficiencies at the provider level, would affect payer's budget, and detailed analysis of clinical resource utilisation should be informative for all stakeholders of the health system.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com