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The concrete block pavement (CBP) system has a surface layer consisting of concrete block pavers and joint sand over a bedding sand layer. The non-homogeneous nature of the surface course of CBP, along with different laying patterns and shapes of block pavers, makes the analysis of CBP cumbersome. In this study, the surface course of CBP was modeled based on the slab action of the block pavers and joint sand, which are connected together in full contact. Four different laying patterns, including herringbone, stretcher, parquet, and square, were modeled using a finite element model. The elastic moduli of the block pavers varied from 2500 MPa to 45,000 MPa, with thicknesses ranging from 60 mm to 120 mm. As a result, modeling of CBP based on slab action can be considered a realistic strategy. In addition, a dataset was created based on quantitative inputs, e.g., elastic modulus and thickness of the block pavers, and qualitative input, i.e., block laying patterns. The approaches of machine learning adopted were support vector regression, Gaussian process regression, single-layer and deep artificial neural networks, and least squares boosting to implement prediction approach based on input and output. The analyses of statistical accuracy of all five machine learning methods showed high accuracy; however, the Gaussian process and deep artificial neural network methods resulted in the most accurate outputs and are recommended for further studies. Based on the machine learning models, digitalization is achieved through the development of simple, user-friendly software for electronic devices in order to perform a preliminary analysis of different laying patterns of CBP. Such a platform may result in less laboratory work and boosts the level of sustainability in concrete block pavement technology. [ABSTRACT FROM AUTHOR]

The laboratory, an integral component of engineering education, can be conducted via traditional, online or mixed modes. Within these modes is a diverse range of implementation formats, each with different strengths and weaknesses. Empirical evidence investigating laboratory learning is rather scattered, with objectives measurement focused on the innovation in question (e.g., new simulation or experiment). Recently, a clearer picture of the most important laboratory learning objectives has formed. Missing is an understanding of whether academics implementing laboratories across different modes think about learning objectives differently. Using a survey based on the Laboratory Learning Objectives Measurement instrument, academics from a diverse range of engineering disciplines from across the world undertook a ranking exercise. The findings show that those implementing traditional and mixed laboratories align closely in their ranking choices, while those implementing online-only laboratories think about the objectives slightly differently. These findings provide an opportunity for reflection, enabling engineering educators to refine the alignment of their teaching modes, implementations and assessments with their intended learning objectives. [ABSTRACT FROM AUTHOR]

Balanced energy protein supplementation (BEP) is recommended for contexts of high maternal undernutrition by the World Health Organization. Despite recent improvements in undernutrition, Bangladesh remains a context where BEP could help accelerate progress towards nutrition goals. In preparation for an effective trial testing a fortified BEP, a qualitative study was undertaken to better understand sociocultural factors influencing dietary behaviours in pregnancy. Married women of reproductive age (n = 23), their husbands (n = 6) and mothers‐in‐law (n = 6) were interviewed, and focus group discussions were conducted with women (n = 4). Women had a clear understanding of which nutritious foods are important to consume during pregnancy, including green leafy vegetables, dairy and other animal‐source foods. Many explained affordability as a barrier to consuming those foods with the desired frequency. Women acquired information about diet and nutrition in pregnancy from community health workers as well as other women in the community. Most preferred to seek information from their own networks before formal health care providers. Women and husbands generally had positive views about micronutrient supplements, although some mothers‐in‐law were more hesitant. Some food taboos relating to the consumption of certain foods like duck and pigeon meat persist, mainly stemming from concerns for the unborn child. Opportunities exist to build on existing perceptions of healthy diets, potentially framing food or nutrient supplements as a beneficial ‘add‐on’ to promote a healthy pregnancy. There is a scope to strengthen nutrition counselling, especially for the family members, to dispel myths and misconceptions and promote dietary and other support for pregnant women. [ABSTRACT FROM AUTHOR]

Balanced energy protein (BEP) supplementation is an efficacious intervention in pregnancy for improving birthweight and is recommended by World Health Organization (WHO) in countries with high maternal undernutrition. Few countries have implemented BEP programmes due in part to high cost, lack of data on acceptability and feasibility, and complexity of delivery. We sought to address implementation gaps in BEP interventions through a formative study designed to understand implementation outcomes. We conducted 52 in‐depth interviews and 8 focus‐group discussions with married women of reproductive age, family members, health care providers and pharmacists in three unions of the Gaibandha district in rural Bangladesh. Interviews were translated and transcribed in English and analysed using an analytic framework for implementation science in nutrition. BEP was viewed as an acceptable and appropriate intervention to combat undernutrition in this setting. There was a lack of clarity on who should or could be responsible for providing/distributing BEP in a way convenient to mothers. Many participants preferred door‐to‐door delivery and thought this approach could address social and gender inequities, but providers mentioned already being overworked and worried about adding new tasks. Participants were concerned about the affordability of BEP and opportunity costs associated with travel to proposed distribution sites such as ANC or pharmacies. Women in these communities do not always have the agency to travel without supervision or make purchasing decisions. BEP supplementation is a complex intervention; future trials seek to assess ways to overcome these implementation challenges and inform a long‐term systems‐owned BEP intervention. [ABSTRACT FROM AUTHOR]