scholarly journals Scalable Protocols Offer Efficient Design for Field Experiments

2005 ◽  
Vol 13 (3) ◽  
pp. 233-252 ◽  
Author(s):  
David W. Nickerson

Experiments conducted in the field allay concerns over external validity but are subject to the pitfalls of fieldwork. This article proves that scalable protocols conserve statistical efficiency in the face of problems implementing the treatment regime. Three designs are considered: randomly ordering the application of the treatment; matching subjects into groups prior to assignment; and placebo-controlled experiments. Three examples taken from voter mobilization field experiments demonstrate the utility of the design principles discussed.

2020 ◽  
Vol 17 ◽  
pp. 00119
Author(s):  
Boris Boincean ◽  
David Dent

The reductionist approach to intensification of agriculture has created unanticipated economic, ecological and social consequences. Across the steppes, elimination of perennial legumes from the crop rotation and even elimination of crop rotation, large areas under black fallow, and the demise of crop and animal husbandry are draining soil fertility – and in many places loss of the soil itself. Data from long-term field experiments demonstrate the importance of perennial legumes in crop rotation for nitrogen- and water-use efficiency, accumulation of soil organic matter in deeper soil layers, and resilience in the face of drought.


2019 ◽  
Vol 83 (6) ◽  
pp. 76-92 ◽  
Author(s):  
Bernadette Kamleitner ◽  
Carina Thürridl ◽  
Brett A.S. Martin

Like Cinderella, many repurposed products involve a biographical transformation, from a tattered past identity (e.g., an old airbag) to a product with a valuable but different new identity (e.g., a backpack made from an airbag). In this article, the authors argue that marketers should help customers infer such product stories by highlighting the products’ tattered past identities. Three field experiments and four controlled experiments show that making a product’s past identity salient boosts demand across a variety of repurposed products. This is because past identity salience induces narrative thoughts about these products’ biographies, which in turn allows customers to feel special. Results also suggest that this strategy of past identity salience needs to be particularly well-crafted for products with easily discernible past identities. These findings highlight a promising new facet of storytelling (i.e., stories that customers self-infer in response to minimal marketer input); create new opportunities for promoting products with a prior life; and deliver detailed guidance for the largely unexplored, growing market for upcycled and recycled products.


Author(s):  
Sandra Halperin ◽  
Oliver Heath

This chapter explores the principles of experimental research design as well as the issues and problems associated with different aspects of the approach. In particular, it considers the issue of internal and external validity, the common obstacles associated with experimental research, and what can be done to try and avoid or minimize them. The chapter first describes the five steps involved in the classic version of the experimental design before discussing three types of experimental design: laboratory experiments, field experiments, and natural experiments. It also examines the ethical issues that arise from experimental research and concludes by highlighting some of the advantages of experimental research.


Agronomy ◽  
2021 ◽  
Vol 11 (11) ◽  
pp. 2104
Author(s):  
Aurelio Scavo ◽  
Giovanni Mauromicale

In the face of yield losses caused by weeds, especially in low-input agricultural systems, and environmental pollution due to the excessive use of synthetic herbicides, sustainable weed management has become mandatory. To address these issues, allelopathy, i.e., the biochemical phenomenon of chemical interactions between plants through the release of secondary metabolites into the environment, is gaining popularity. Although many important crops are known for their allelopathic potential, farmers are still reluctant to use such knowledge practically. It is therefore important to assist advisors and farmers in assessing whether allelopathy can be effectively implemented into an eco-friendly weed management strategy. Here, we aim to give a comprehensive and updated review on the herbicidal potential of allelopathy. The major findings are the following: (1) Crops from different botanical families show allelopathic properties and can be cultivated alone or in combination with other non-allelopathic crops. (2) Many allelopathic tools can be adopted (crop rotation, intercropping, cover cropping as living or dead mulches, green manuring, use of allelochemical-based bioherbicides). (3) These methods are highly flexible and feature increased efficiency when combined into an integrated weed management strategy. (4) Recent advances in the chemistry of allelopathy are facilitating the use of allelochemicals for bioherbicide production. (5) Several biotechnologies, such as stress induction and genetic engineering techniques, can enhance the allelopathic potential of crops or introduce allelopathic traits de novo. This review shows how important the role of allelopathy for sustainable weed management is and, at the same time, indicates the need for field experiments, mainly under an integrated approach. Finally, we recommend the combination of transgenic allelopathy with the aforementioned allelopathic tools to increase the weed-suppressive efficacy of allelopathy.


Author(s):  
Peter John

Field experiments allow researchers on political behavior to test causal relationships between mobilization and a range of outcomes, in particular, voter turnout. These studies have rapidly increased in number since 2000, many assessing the impact of nonpartisan Get-Out-the-Vote (GOTV) campaigns. A more recent wave of experiments assesses ways of persuading voters to change their choice of party or alter their social and political attitudes. Many studies reveal positive impacts for these interventions, especially for GOTV. However, there are far fewer trials carried out outside the United States, which means it is hard to confirm external validity beyond the U.S. context, even though many comparative experiments reproduce U.S. findings. Current studies, both in the United States and elsewhere, are growing in methodological sophistication and are leveraging new ways of measuring political behavior and attitudes.


Soft Matter ◽  
2020 ◽  
Vol 16 (9) ◽  
pp. 2342-2349
Author(s):  
Alessandro Ianiro ◽  
Steven P. Armes ◽  
Remco Tuinier

Certain block copolymer assemblies in selective solvents undergo dynamic morphology transitions (metamorphism) on varying the solution temperature. We provide theoretical guidelines for an efficient design of these systems.


1997 ◽  
Vol 352 (1352) ◽  
pp. 481-518 ◽  
Author(s):  
J. R. L. Allen

Mammalian tracks and trackways are widely preserved at all stratigraphical levels in the Flandrian sediments of tidal mudflat and marsh origins which formed over the last 8000–9000 years on the marginal wetlands of the inner Bristol Channel and Severn Estuary. The fauna recorded in this way, however, is less diverse than that known from the few, small assemblages of skeletal remains, including some from archaeological sites, so far assessed. Missing or rarely represented in terms of tracks are the smaller of the large mammals. Humans are represented by tracks throughout the Flandrian deposits. In the earlier Flandrian, they were accompanied by deer and aurochs which gave way, in the later Flandrian, to domesticated cattle and sheep/goat; there are sporadic indications of the presence of horse. Wolf/dog, represented by just two records, is the only smaller large mammal so far recorded as a track. The tracks were made, modified, and eventually preserved under a wide variety of sedimentological conditions on the margins of the estuary. Those environmental conditions constrained the quality of the anatomical evidence preserved in the tracks but can be inferred from the character of the tracks. Field experiments suggest that the moisture content of the sediment at the time was crucial to the general nature of the tracks. The mudflat–marsh silts which received the tracks varied from semi–liquid to firm, depending on tidal and seasonal factors and on the elevation of the sedimentary surface relative to the tidal frame. Some tracks were made in marsh peats which offered little resistance. Deep tracks preserving little detail were produced in weak sediments of high moisture content; tracks formed in strong, firm muds retained full anatomical detail. Referring to mechanical theory, and to a series of laboratory experiments using plasticine, the act of making a track is shown to be similar in character and effect to the indentation of an ideal elastic–plastic material by a punch. The punch represents the descending limb of the animal, the face of the punch the sole of the animal's foot, and the elastic–plastic material the sediment which is pierced and deformed by the downward action of the limb. The character of the experimental tracks, and the range and relative size of the deformation structures they include, is qualitatively similar to what is recorded from the field. Many of the tracks recorded from the field were variously modified in a changeable and dynamic environment before final burial and preservation.


2002 ◽  
Vol 10 (4) ◽  
pp. 325-342 ◽  
Author(s):  
Rose McDermott

Experiments offer a useful methodological tool to examine issues of importance to political scientists. The historical and cultural differences between experiments in behavioral economics and social psychology are discussed. Issues of central concern to experimentalists are covered, including impact versus control, mundane versus experimental realism, internal versus external validity, deception, and laboratory versus field experiments. Advantages and disadvantages of experimentation are summarized.


2016 ◽  
Vol 14 (3) ◽  
pp. 738-749 ◽  
Author(s):  
Donald P. Green ◽  
Alan S. Gerber

Field experiments on voter mobilization enable researchers to test theoretical propositions while at the same time addressing practical questions that confront campaigns. This confluence of interests has led to increasing collaboration between researchers and campaign organizations, which in turn has produced a rapid accumulation of experiments on voting. This new evidence base makes possible translational works such as Get Out the Vote: How to Increase Voter Turnout that synthesize the burgeoning research literature and convey its conclusions to campaign practitioners. However, as political groups develop their own in-house capacity to conduct experiments whose results remain proprietary and may be reported selectively, the accumulation of an unbiased, public knowledge base is threatened. We discuss these challenges and the ways in which research that focuses on practical concerns may nonetheless speak to enduring theoretical questions.


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