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Advanced analytics can enable manufacturing engineers to improve product quality and achieve equipment and resource efficiency gains using large amounts of data collected during manufacturing.
The country has made some impressive energy and resource efficiency gains, and environmental issues are an important part of the government's efforts to build a "harmonious society". Yet, as evidenced by the recent air pollution events in Beijing, there is a lot of progress to be made, and the government has yet to fulfill its commitment to data transparency.
In turn this might raise the prospect of resource efficiency gains, rather than the simple resource deployment gains that have hitherto driven China's growth, creating a virtuous cycle of growing demand and better calibrated investment and helping China vault over the middle-income trap.
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As per steps 6a c in Table 1, recommendations would be made by the advisory panel to first move resources from efficiency gains into growth areas, and then to examine trade-offs between items on the service growth and service reduction lists.
Governments are not concerned solely with improving academic results, however, they mean to do so with the current educational resources, that is, through efficiency gains.
UNAIDS recommends that countries develop national investment cases that define the most strategic use of resources, identify opportunities for efficiency gains, and describe clear plans for long-term financing, with an emphasis on innovative domestic financing sources and the rapid scale-up of HIV treatment.
This fourth industrial revolution has been promoted as providing annual efficiency gains from resource productivity in manufacturing of between 6 and 8% (Davies, 2015), greater capital intensity and more flexible models of work organisation (Germany Trade and Invest, 2014) through improvements in machine to machine information and communication technologies.
Wasteful behavior offsets at least part of the anticipated gains in resource efficiency intended by resource-saving modes and technologies.
On the other hand, because many of the HR processes were extremely resource-intensive (for example, time and labour) prior to the HRHIS, the efficiency gains translate into significant resource savings after implementation.
But Tom MacMillan, executive director of the Food Ethics Council, warned that reducing food waste alone would not be enough to alleviate hunger, because efficiency gains in natural resources are routinely cancelled out by growth in consumption.
For these countries, the losses are not outweighed by efficiency gains from reallocating resources in agriculture alone.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com