Role of Analytics in Talent Management: A study in Pharmaceutical Sector

Effective people management is essential for ongoing success in thehighly competitive pharmaceutical industry. This research explores howanalytics shapes personnel management strategies and providesinformation on how workforce dynamics may be optimized through datadriven techniques. The study, which focuses on the pharmaceuticalsector, investigates how analytics may revolutionize important aspects ofpersonnel management such as hiring, training, and succession planning.Based on an extensive analysis of previous research, industry casestudies, and expert interviews, the paper presents a sophisticatedinterpretation of how analytics integration fits into people managementstrategies. The three main pillars of the research are the application ofanalytics in succession planning, performance analytics for ongoingdevelopment, and predictive analytics in talent acquisition. The researchdemonstrates the use of predictive analytics in talent acquisition,highlighting the ways in which pharmaceutical companies manipulatedata to locate and entice highly qualified applicants. The study looks athow analytics support succession planning, which is important in a fieldthat is advancing quickly. It clarifies how businesses use data to find,develop, and prepare future leaders. The findings deepen ourunderstanding of the useful implications of analytics in personnelmanagement and provide insightful advice for companies managing laborcomplexity. This research bridges theory and practice and empowersbusinesses to make educated decisions about using analytics forsuccessful people management in the dynamic pharmaceutical industr

Gender based participatory approach for sustainable small holder farming in developing countries

Dairying at the household level is largely the domain of women. They are contributing for more than 90% of household activities. In livestock management activities, males are contributing only about 10% in form of fodder arrangement, livestock management such as, vaccinations, artificial insemination and selling milk. Considering women’ participation in dairy production system, their different needs and widening gaps the need was felt to have a study on this aspect. The paper describes rationale and importance of the participatory rural appraisal (PRA) approach. The methodology involves the following sequential components: site selection, site description and categorization, planning for PRA, diffusion of results. In this paper, the planning and implantation of integrated interventions have been made to assess women empowerment in dairy production system and improve dairy productivity. The Neeli ravi breed of buffalo was giving higher yield of milk (average 8 liters per day) over the indigenous breed (average 6-7 liters per day). Among the cow the cross bred was giving an average milk yield of 10 lt/day which was more than the 5-6 lt/day given by the indigenous breed. The occurrence of diseases was mainly June to September and the management practices were carried before their onset in May-June only. But, it should be carried out throughout the year for various diseases. The matrix ranking of technology adoptions for buffalo breeds were found to be 34 points against the 26 points for the indigenous breeds

Effect of sulphur supplementation on micronutrients, fatty acids and sulphur use efficiency of soybean seeds

The present study was aimed at finding the influence of different sources and doses of sulphur fertilizers on micronutrient status and oil composition in soybean seeds. Soybean is the major source of edible vegetable oils and high protein seed supplements in the world. Sulphur deficiency causes soybean protein quality to decline and also decreases nitrogen-use efficiency of fertilizers. Soybean is a good source of nutrients which could further be amended with biofortification and use of fertilizers, to meet the nutrient deficiencies. Various limiting factors affect the yield of soybean crop by affecting the yield potential. Sufficient sulphur deficiency is one such limiting factor and have become common all over due to intensive crop systems and higher yielding varieties. Micronutrients play an important role in quality and quantity of soybean yield. Sulphur fertilizers viz gypsum and single super phosphate (SSP) were used at three different doses. Soil analysis have been done to evaluate the fertility status of soil prior to the experiment. Different treatments of sulphur supplementation had significant effect on seed micronutrient accumulation, nitrogen sulphur ratio and fatty acid profile. Sulphur supplementation increased zinc and iron content in mature soybean seeds, however, copper and manganese were found to be least effective. Sulphur supplementation with gypsum @ 20 kgha-1 increased plant height and pods per plant. Increase of oleic acid coincided with the decrease of linoleic acid with sulphur supplementation during both the cropping seasons of study

Dual Superconformal Symmetry of N=2{\cal N}=2 Chern-Simons theory with Fundamental Matter at Large NN

Dual conformal symmetry and Yangian symmetry are symmetries of amplitudes that have aided the study of scattering amplitudes in highly supersymmetric theories like ${\cal N}=4$ SYM and ABJM. However, in general such symmetries are absent from the theories with lesser or no supersymmetry. In this paper, we show that the tree level $2\to 2$ scattering amplitude in the 3d ${\cal N}=2$ Chern-Simons theory coupled to a fundamental chiral multiplet is dual superconformal invariant. In the 't Hooft large $N$ limit, the $2\to 2$ scattering amplitude in this theory has been shown to be tree-level exact in non-anyonic channels, while having only an overall multiplicative coupling dependent renormalisation in the anyonic channel. Therefore, the dual superconformal symmetry that we demonstrate in this paper is all loop exact. This is unlike the previously studied highly supersymmetric theories where dual superconformal symmetry is anomalous at loop levels. Furthermore, we reverse the argument to study the extent to which dual superconformal invariance fixes the scattering amplitude in an ${\cal N}=2$ supersymmetric theory. We demonstrate that requiring the dual superconformal invariance completely fixes the momentum dependence of the $2\to2$ amplitude, while the coupling constant dependence remain unfixed. Further, we use a combination of parity invariance, unitarity and self-duality of the amplitude to constrain the coupling dependence of scattering amplitude.Comment: V2 Published versio

Terahertz radiation detection with a cantilever-based photoacoustic sensor

We report the photoacoustic (PA) response in the terahertz (THz) range by employing a detection process actuated with a silicon cantilever pressure sensor and a carbon-based radiation absorber. The detection relies on the mechanical response of the cantilever, when the volume of the carrier gas inside the PA cell expands with the heat produced by the radiation absorber. The detector interferometrically monitors the movement of the cantilever sensor to generate the PA signal. We selected the absorber material with the highest THz responsivity for detailed studies at 1.4 THz (214 pm wavelength). The observed responsivities of two different radiation absorbers are nearly the same at 1.4 THz and agree within 10% with responsivity values at 0.633 pm wavelength. The results demonstrate the potential of covering with a single PA detector a broad spectral range with approximately constant responsivity, large dynamic range, and high damage threshold. Published by Optica Publishing Group under the terms of the Creative Commons Attribution 4.0 License.Peer reviewe

Frequency of primiparous mother initiated breastfeeding earlier after birth and factors associated with it in Sindh, Pakistan: A secondary analysis

Background: Initiation of breastfeeding within one hour after delivery plays a vital role in a newborns life by not only increasing their survival rate but also reducing many life-threatening diseases in the newborn. The aim of the study was to determine frequency of early initiation of breastfeeding among primiparous mothers in a rural district of Thatta, Pakistan.Methods: This study was conducted using survey data extracted from a cross-sectional study conducted in 2019 on prevalence of exclusive breastfeeding and factors associated with it among women in Thatta. The outcome was early initiation of breastfeeding. To determine factors associated with it, multi variable logistic regression was carried out.Results: The study showed that 30.3% of primiparous mothers in Thatta initiated breastfeeding within one hour of birth and knowledge of mothers (OR=9.76, 95% CI: 1.99-17.59), place of birth (OR=3.51, 95% CI: 1.32-9.31) and support of health care professional at health facility (OR=2.93, 95% CI: 1.09-7.86) are the factors significantly associated with early initiation of breastfeeding among primiparous mothers.Conclusions: In order to enhance the early initiation of breastfeeding, it is important for health care professionals to emphasize on the effect of pre-lacteal feeding during and support breastfeeding immediately after delivery, especially among women who had given birth for the first time

Dual Superconformal Symmetry of \u3cem\u3eN\u3c/em\u3e = 2 Chern-Simons Theory with Fundamental Matter at Large \u3cem\u3eN\u3c/em\u3e

Dual conformal symmetry and Yangian symmetry are symmetries of amplitudes that have aided the study of scattering amplitudes in highly supersymmetric theories like N = 4 SYM and ABJM. However, in general such symmetries are absent from the theories with lesser or no supersymmetry. In this paper, we show that the tree level 2 → 2 scattering amplitude in the 3d N = 2 Chern-Simons theory coupled to a fundamental chiral multiplet is dual superconformal invariant. In the ’t Hooft large N limit, the 2 → 2 scattering amplitude in this theory has been shown to be tree-level exact in non-anyonic channels, while having only an overall multiplicative coupling dependent renormalisation in the anyonic channel. Therefore, the dual superconformal symmetry that we demonstrate in this paper is all loop exact. This is unlike the previously studied highly supersymmetric theories where dual superconformal symmetry is anomalous at loop levels. Furthermore, we reverse the argument to study the extent to which dual superconformal invariance fixes the scattering amplitude in an N = 2 supersymmetric theory. We demonstrate that requiring the dual superconformal invariance completely fixes the momentum dependence of the 2 → 2 amplitude, while the coupling constant dependence remain unfixed. Further, we use a combination of parity invariance, unitarity and self-duality of the amplitude to constrain the coupling dependence of scattering amplitude

Optical power detector with broad spectral coverage, high detectivity, and large dynamic range

Optical power measurements are needed in practically all technologies based on light. Here, we report a general-purpose optical power detector based on the photoacoustic effect. Optical power incident on the detector's black absorber produces an acoustic signal, which is further converted into an electrical signal using a silicon-cantilever pressure transducer. We demonstrate an exceptionally large spectral coverage from ultraviolet to far infrared, with the possibility for further extension to the terahertz region. The linear dynamic range of the detector reaches 80 dB, ranging from a noise-equivalent power of 6 nW/root Hz to 600mW (independent of signal averaging time). Published by Optica Publishing Group under the terms of the Creative Commons Attribution 4.0 License.Peer reviewe

Continuum of care for HIV-positive women accessing programs to prevent parent-to-child transmission: Findings from India

This study examined the efforts of PPTCT programs in different cities in India to offer women a continuum of care, and shows that the programs have both strengths and shortcomings. The government launched a national treatment program that offers antiretroviral therapy (ART) to HIV-positive women, children below 15 years of age, and men. However, since the start-up of the ART program there have been concerns about limited access to and utilization of these services by women and children. To address these shortcomings, the PPTCT programs studied should strengthen their referral systems to public and private treatment and family planning services, better equip PPTCT providers to inform and counsel women about these topics, and engage NGOs in the community that have outreach services to maintain contact with women over time and link them and their families to a continuum of care