cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ddaoox
title: Passed Resolves; Resolves 1891, c.11, SC1/series 228, Petition of William Lloyd Garrison

description: &lt;p&gt;Petition subject: Military service &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:25455144"&gt;http://nrs.harvard.edu/urn-3:FHCL:25455144&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Massachusetts &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Archibald M. Howe, Cambridge; committee on military affairs &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;William Lloyd Garrison&lt;/li&gt;&lt;li&gt;George T. Garrison&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1891-01-16,1891-01-19 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 16, 1891 and referred to the committee on military affairs and sent for concurrence and received in the Senate on January 19, 1891 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 2 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 2 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: ["others"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: George Pearse Guerrier, Civil War, second lieutenant in 1st North Carolina Colored Volunteers, 35th U.S. Colored Infantry, Wendell Phillips, John A. Andrew, governor, invalided, pensioner, disability, 22nd Massachusetts volunteers, Yorktown, peninsular, Battle of Hanover Court House, Battle of Slash Church, Virginia, seven day's fight, Battle of Gaines' Mill, Richmond, Libby's, Libby Prison, jail, prisoner, siege of Sumter, Battle of Fort Sumter, battles of Florida, sun stroke ,trenches, includes memorandum of services, [additional documents, see records, testimonials in folder] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Resolves 1891, c.11, passed March 6, 1891 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/foenle
title: A10_18371.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0bf24455-2455-4406-9637-ca84cdb15f9f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0bf24455-2455-4406-9637-ca84cdb15f9f
DOI: 10.7910/dvn/iukziz
title: Per-emb-3

description: VLA Ka-band data for Per-emb-3
DOI: 10.7910/dvn/lg7jjc
title: A07_16132.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/9952c57b-6ff2-f6ac-8e23-6ba88d3deff7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/9952c57b-6ff2-f6ac-8e23-6ba88d3deff7
DOI: 10.7910/dvn/m4euwd
title: Replication Package for: "Building Resilience in Cybersecurity - An Artificial Lab Approach"

description: The package provides MATLAB code and a readme file for the simulations conducted in the paper.
DOI: 10.7910/dvn/nhy9l9
title: Emigration plans, costs and (non-) refundable fees

description: Non-random survey with university students in Germany (Osnabrück) and Albania (Tirana) about their plans to emigrate, the importance of costs, and whether the prospects of an immigration "tax" (refundable deposit, non-refundable fee) would affect their plan. The data were collected in April 2011 using a self-administered online survey.
description: Documentation is mostly in German
DOI: 10.7910/dvn/rctwm0
title: #metoo Digital Media Collection - Second quarter 2022
title: A subset from #metoo Digital Media Collection - Twitter Dataset

description: &lt;p&gt;This dataset contains the tweet ids of 651,270 tweets, including tweets between April 1, 2022 and June 30, 2022. This collection is a subset of the Schlesinger Library #metoo Digital Media Collection.&lt;/p&gt;&lt;p&gt;These tweets were collected weekly from the Twitter API through &lt;a href="https://gwu-libraries.github.io/sfm-ui/"&gt;Social Feed Manager&lt;/a&gt; using the POST statuses/filter method of the Twitter Stream API.&lt;/p&gt;&lt;p&gt;Please note that there will be no updates to this dataset.&lt;/p&gt;&lt;p&gt;The following list of terms includes the hashtags used to collect data for this dataset: #metoo, #timesup, #metoostem, #sciencetoo, #metoophd, #shittymediamen, #churchtoo, #ustoo, #metooMVMT, #ARmetoo, #TimesUpAR, #metooSociology, #metooSexScience, #timesupAcademia, and #metooMedicine.&lt;/p&gt;&lt;p&gt;Be aware that previous quarters (up to the first quarter of 2020) only include one hashtag: #metoo.&lt;/p&gt;&lt;p&gt;Per Twitter's Developer Policy, tweet ids may be publicly shared for academic purposes; tweets may not. Therefore, this dataset only contains tweet ids. In order to retrieve tweets that are still available (not deleted by users) tools like &lt;a href="https://github.com/DocNow/hydrator"&gt;Hydrator&lt;/a&gt; are available.&lt;/p&gt;&lt;p&gt;There are similar subsets related to the Schlesinger Library #metoo Digital Media Collection available by quarter, as well as a full dataset with a larger corpus of hashtags.&lt;/p&gt;
DOI: 10.7910/dvn/whu1ie
title: Replication data for: "Organizing and democracy: Understanding the possibilities for transformative collective action." Annual Review of Political Science, Volume 27

description: The files uploaded to this Dataverse entry enable replication of Figure 1 in this article.
DOI: 10.7910/dvn/wmlh7v
title: A12_21034.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/8a382910-fa55-41bc-964b-7851ed90b5b4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8a382910-fa55-41bc-964b-7851ed90b5b4
DOI: 10.7910/dvn/cuffqz
title: Wright Casebook Edited; Docketed Case: 19,081
DOI: 10.7910/dvn/fw7fxo
title: InovAgro Impact Evaluation Midline Survey, 2017

description: This dataset presents data collected for the &lt;b&gt;midline&lt;/b&gt; survey that is the second
round of a three-part study performed by the International Food Policy Research Institute (IFPRI). The data collection effort is part of the impact evaluation of Phase II of the Innovation for Agribusiness (INOVAGRO II) intervention in northern Mozambique. INOVAGRO II is a development program intended to decrease rural poverty by improving the connectedness of farmers to market systems.
&lt;/p&gt;The survey started in 2015 (Baseline survey), a follow-up was conducted in 2017 (Midline survey), and the last round (Endline survey) was conducted in 2019. The objective of the study is to better understand the linkages between small producers and the market in selected areas in Mozambique.
&lt;/p&gt;The treatment unit of this evaluation is the community (comunidade) level. Communities are administrative units within localities (localidades), which in turn are administrative units inside administrative posts (posto administrativos)—the largest units on a district level. Initially the International Food Policy Research Institute (IFPRI), SDC, and the implementing agency Development Alternatives Inc. (DAI) agreed that a randomized controlled trial (RCT) (or experimental) approach would be used in the impact evaluation, and the research proposal was designed based on this approach. Shortly before conducting the baseline survey, however, it was determined that the experimental design, in which the treatment and control areas are selected randomly, was not feasible due to the following factors: (1) ethical issues were involved with the exclusion of subjects for a control group; (2) the MSD (systemic) approach adopted by InovAgro project made strict exclusion criteria impossible (it was hard to contain treatment activities from spilling over into control group areas); and (3) the adaptive nature of the MSD approach (which is highly responsive to supply and demand forces) made it difficult to randomize treatment (exposure to the program).
&lt;/p&gt;Instead, the implementing agency selected four communities in each district where InovAgro’s intervention would be carried out. All selected treatment communities were located in the same administrative post within each district. The control communities were selected from comparable localities in a different administrative post from where the treatment communities are located. We chose a different administrative post for the control communities to limit spillovers effects. The household listing exercise in both treatment and control areas secured information about the households regarding age and gender of household head and their soybean and/or pigeon pea production. This listing information was used to select the final set of control communities based on the extent of soybean and/or pigeon pea cultivation. The final sample is drawn from 16 communities in four administrative posts in two districts.
description: Household- and Community-level Surveys
description: STATA, 16
DOI: 10.7910/dvn/jwnyfa
title: Identifying genetically redundant accessions in the world’s largest cassava collection

description: A diverse panel of cultivated cassava landraces and improved lines were genotyped using DArTSeq Technology to identify genetic redundancy within the genebank collection.&lt;br&gt;&lt;br&gt; Metodology:Leaf samples were collected from in vitro plants for DNA extraction. The extracted DNA samples were subsequently sent to DArT P/L and genotyped using the DArTseq platform and sequencing, resulting in approximately 2.5 million reads per sample. Libraries were generated using the PstI and MseI restriction enzymes. To call SNPs and SilicoDArT genomic variants, the DS14 software was implemented. Genomic variants were reported in .csv files. SilicoDArT Format: SilicoDArTs are scored in a binary fashion, representing genetically 'dominant' markers, with '1' indicating the presence and '0' indicating the absence of a restriction fragment with the marker sequence in the genomic representation of the sample. 'NA' is used for missing data. SNP Format: '0' represents a reference allele homozygote, '2' represents an SNP allele homozygote, '1' represents a heterozygote, and 'NA' represents a double null/null allele homozygote (absence of a fragment with SNP in the genomic representation).
DOI: 10.7910/dvn/lebt1v
title: Random Forest Models from "Cross-correlating soil aggregate stability methods to facilitate universal interpretation

description: Random Forest Model Files and tutorial from manuscript: "Cross-correlating soil aggregate stability methods to facilitate universal interpretation".
DOI: 10.7910/dvn/py8lbs
title: Replication Data for: "It's Good to be First: Order Bias in Reading and Citing NBER Working Papers"

description: Feenberg, Daniel, Ganguli, Ina, Gaule, Patrick, and Gruber, Jonathan, (2017) "It's Good to be First: Order Bias in Reading and Citing NBER Working Papers." Review of Economics and Statistics 99:1, 32-39.
DOI: 10.7910/dvn/qfqgj
title: Dominican Republic (2008): MAP Study Evaluating the Availability of Condoms in Bateyes. Second Round.

description: The Lot Quality Assurance Sampling (LQAS) methodology was used to draw a random sample of 19 bateyes, in which condom availability was assessed, and all condom outlets per community were fully audited on the availability of Pante and other condom brands, both commercial and unbranded generic condoms, and on a number of quality and distribution measures. Coverage and quality of coverage rates were calculated as the percentage of bateyes in which relevant availability and quality standards, respectively, were met, using the LQAS decision rule table to determine estimated coverage levels.
DOI: 10.7910/dvn/wxs2is
title: Wright Casebook Edited; Docketed Case: 82-1782
DOI: 10.7910/dvn/pyclpe
title: Ireland 8th Tweet Ids

description: &lt;p&gt;This dataset contains the tweet ids of 2,279,396 tweets related to the referendum to repeal the 8th amendment to the Irish constitution on May 25, 2018. They were collected between April 13, 2018 and June 4, 2018 from the Twitter filter stream API using &lt;a href="https://gwu-libraries.github.io/sfm-ui/"&gt;Social Feed Manager&lt;/a&gt;. The final set of terms that were used for the filter are: #8thref, #HomeToVote, #JoinTheRebellion, #trustwomen, #repealthe8th, #Together4Yes, #TogetherForYes, #voteyes, #time4choice, #knowyourrepealers, #mybodymychoice, #savethe8th, #loveboth, #LoveBothVoteNO, #VoteNotoAbortion, #StandUpForLife, #lifecanvass, #ProtectThe8th, #8thamendment, #WhoNeedsYourYes, #Men4Yes, #Register4Yes, #roadtorepeal, #repealfacts, #healthcarenotairfare, #repeal, #trustwomen, #ItsTime, #whyimvotingyes, #deaftogetherforyes, #doctorsforyes, #repeal4betterbirth, #TogetherForNo, #men4no, #whoneedsyourno, #RallyforLife, #VoteNotoAbortion, #bemyyes, #academicsforyes, #hometovoteno, #hometocanvass, #abortionreferendum, #savita, #repealshield, #farmersforyes, #lawyersforchoice, #lawyersforyes, #StudentsForChoice, #archivingthe8th, #RepealedThe8th, #wemadehistory, #NowForNI, #WeTrustWomen.&lt;/p&gt;

&lt;p&gt;Note that the terms changed during the course of data collection. There is additional documentation included in README.txt.&lt;/p&gt;

&lt;p&gt;The GET statuses/lookup method supports retrieving the complete tweet for a tweet id (known as hydrating). Tools such as &lt;a href="https://github.com/DocNow/twarc"&gt;Twarc&lt;/a&gt; or &lt;a href="https://github.com/DocNow/hydrator"&gt;Hydrator&lt;/a&gt; can be used to hydrate tweets.&lt;/p&gt;

&lt;p&gt;Per Twitter’s Developer Policy, tweet ids may be publicly shared for academic purposes; tweets may not.&lt;/p&gt;

&lt;p&gt;Questions about this dataset can be sent to sfm@gwu.edu. George Washington University researchers should contact us for access to the tweets.&lt;/p&gt;
DOI: 10.7910/dvn/rjzdwv
title: Replication Data for: Electoral integrity matters

description: This contains the code for creating the replication dataset from the individual survey and macro datasets used in the analysis as well as for doing the analyses themselves.
DOI: 10.7910/dvn/xcovcb
title: A11_19690.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/6546d333-b871-42be-b53a-58f85c637925'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/6546d333-b871-42be-b53a-58f85c637925
DOI: 10.7910/dvn/ydbnzl
title: Nursing Turk Talk program evaluation

description: Short survey to assess effectiveness of this new TTalk program
description: This is an OpenLabyrinth virtual scenario. You can simply play the scenario, using the URL attached. The zip file can be imported into an OpenLabyrinth v3 or v4 server of your own. You can then edit and modify the scenario for your own purposes.
DOI: 10.7910/dvn/fgzokk
title: Structure and Temporal Change of the Credit Network between Banks and Large Firms in Japan [Dataset]

description: We present a new approach to understanding credit relationships between commercial banks and quoted firms, and with this approach, examine the temporal change in the structure of the Japanese credit network from 1980 to 2005. At each year, the credit network is regarded as a weighted bipartite graph where edges correspond to the relationships and weights refer to the amounts of loans. Reduction in the supply of credit affects firms as debtor, and failure of a firm influences banks as creditor. To quantify the dependency and influence between banks and firms, we propose a set of scores of banks and firms, which can be calculated by solving an eigenvalue problem determined by the weight of the credit network. We found that a few largest eigenvalues and corresponding eigenvectors are significant by using a null hypothesis of random bipartite graphs, and that the scores can quantitatively describe the stability or fragility of the credit network during the 25 years.
DOI: 10.7910/dvn/ggnowc
title: A10_18601.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b6725f12-7c85-4305-ab74-b5bc04736265'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b6725f12-7c85-4305-ab74-b5bc04736265
DOI: 10.7910/dvn/gsqiw0
title: A12_22238.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/82361596-3061-4b62-a57f-070d12735f17'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/82361596-3061-4b62-a57f-070d12735f17
DOI: 10.7910/dvn/iuszba
title: Replication Data for:Language attitudes in fast-growing societies: new insights in the dynamism dimension

description: Data are related to language attitudes in Saudi Arabia. Using a verbal guise technique in an online questionnaire, the study investigates 568 Saudi participants’ attitudes towards four main dialects in the country.
DOI: 10.7910/dvn/nhonsd
title: Replication data for: Corruption and Bilateral Trade Flows: Extortion or Evasion?

description: Volume 92, Issue 4
DOI: 10.7910/dvn/wngatv
title: A92_4830b.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/92d451c6-419d-4023-a693-ced7b305ee5f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/92d451c6-419d-4023-a693-ced7b305ee5f
DOI: 10.7910/dvn/yb6fd7
title: Wright Casebook Edited; Docketed Case: 21,826
DOI: 10.7910/dvn/4eb9pg
title: Replication Data for: Congenital Microcephaly Unrelated to Flavivirus Exposure in Coastal Kenya
title: Surveillance data from 11,061 live births at Kilifi County Hospital for the estimation of the prevalence of congenital microcephaly in coastal Kenya

description: &lt;p&gt;This dataset contains demographic information, anthropometric measures and results of lab assays for 11,061 live births at Kilifi County Hospital in coastal Kenya between January 2012 and October 2016. The variables in the dataset were used in the analysis presented in the related manuscript published at Wellcome Open Research&lt;/p&gt;
DOI: 10.7910/dvn/dde1he
title: Transnational Access to International Organizations 1950-2010
title: Transaccess

description: The TRANSACCESS dataset contains information on the formal access of transnational actors, such as non-governmental organizations, civil society groups or multinational corporations, to 298 bodies of 50 intergovernmental organizations from 1950 to 2010.
DOI: 10.7910/dvn/ddsawv
title: Executive Agreements Database, Statement Concerning the Protocol with China Extending The Agreement Of January 31, 1979, As Amended and Extended, On Cooperation In Science and Technology Signed In Washington January 19, 2011 Entered Into Force January 19, 2011

description: KAV 9367

cover memo
DOI: 10.7910/dvn/iuzocy
title: 2000 Population Census Data Assembly, LIAONING Province; 辽宁省2000人口普查统计资料汇编

description: The data files in this study have been created by merging individual per-county census files available as Microsoft Excel spreadsheets. Thus the study contains 111 data files, 1 file per census category. Each of these files contains merged census data for the following counties: HEPING 和平区 (210102), SHENHE 沈河区 (210103), DADONG 大东区 (210104), HUANGGU 皇姑区 (210105), TIEXI 铁西区 (210106), SUJIATUN 苏家屯区 (210111), DONGLING 东陵区 (210112), XINCHENGZI 新城子区 (210113), YUHONG 于洪区 (210114), LIAOZHONG 辽中县 (210122), KANGPING 康平县 (210123), FAKU 法库县 (210124), XINMIN 新民市 (210181), ZHONGSHAN 中山区 (210202), XIGANG 西岗区 (210203), SHAHEKOU 沙河口区 (210204), GANJINGZI 甘井子区 (210211), LVSHUNKOU 旅顺口区 (210212), JINZHOU 金州区 (210213), CHANGHAI 长海县 (210224), WAFANGDIAN 瓦房店市 (210281), PULANDIAN 普兰店市 (210282), ZHUANGHE 庄河市 (210283), TIEDONG 铁东区 (210302), TIEXI 铁西区 (210303), LISHAN 立山区 (210304), QIANSHAN 千山区 (210311), TAIAN 台安县 (210321), XIUYANMANZUZIZHIXIAN 岫岩满族自治县 (210323), HAICHENG 海城市 (210381), XINFU 新抚区 (210402), DONGZHOU 东洲区 (210403), WANGHUA 望花区 (210404), SHUNCHENG 顺城区 (210411), FUSHUN 抚顺县 (210421), XINBINMANZUZIZHIXIAN 新宾满族自治县 (210422), QINGYUANMANZUZIZHIXIAN 清原满族自治县 (210423), PINGSHAN 平山区 (210502), XIHU 溪湖区 (210503), MINGSHAN 明山区 (210504), NANFEN 南芬区 (210505), BENXIMANZUZIZHIXIAN 本溪满族自治县 (210521), HUANRENMANZUZIZHIXIAN 桓仁满族自治县 (210522), YUANBAO 元宝区 (210602), ZHENXING 振兴区 (210603), ZHENAN 振安区 (210604), KUANDIANMANZUZIZHIXIAN 宽甸满族自治县 (210624), DONGGANG 东港市 (210681), FENGCHENG 凤城市 (210682), GUTA 古塔区 (210702), LINGHE 凌河区 (210703), TAIHE 太和区 (210711), HEISHAN 黑山县 (210726), YIXIAN 义县 (210727), LINGHAI 凌海市 (210781), BEINING 北宁市 (210782), ZHANQIAN 站前区 (210802), XISHI 西市区 (210803), BAYUQUAN 鲅鱼圈区 (210804), LAOBIAN 老边区 (210811), GAIZHOU 盖州市 (210881), DASHIQIAO 大石桥市 (210882), HAIZHOU 海州区 (210902), XINQIU 新邱区 (210903), TAIPING 太平区 (210904), QINGHEMEN 清河门区 (210905), XIHE 细河区 (210911), FUXINMENGGUZUZIZHIXIAN 阜新蒙古族自治县 (210921), ZHANGWU 彰武县 (210922), BAITA 白塔区 (211002), WENSHENG 文圣区 (211003), HONGWEI 宏伟区 (211004), GONGCHANGLING 弓长岭区 (211005), TAIZIHE 太子河区 (211011), LIAOYANG 辽阳县 (211021), DENGTA 灯塔市 (211081), SHUANGTAIZI 双台子区 (211102), XINGLONGTAI 兴隆台区 (211103), DAWA 大洼县 (211121), PANSHAN 盘山县 (211122), YINZHOU 银州区 (211202), QINGHE 清河区 (211204), TIELING 铁岭县 (211221), XIFENG 西丰县 (211223), CHANGTU 昌图县 (211224), TIEFA 铁法市 (211281), KAIYUAN 开原市 (211282), SHUANGTA 双塔区 (211302), LONGCHENG 龙城区 (211303), CHAOYANG 朝阳县 (211321), JIANPING 建平县 (211322), KALAQINZUOYIMENGGUZUZIZHIXIAN 喀喇沁左翼蒙古族自治县 (211324), BEIPIAO 北票市 (211381), LINGYUAN 凌源市 (211382), LIANSHAN 连山区 (211402), LONGGANG 龙港区 (211403), NANPIAO 南票区 (211404), SUIZHONG 绥中县 (211421), JIANCHANG 建昌县 (211422), XINGCHENG 兴城市 (211481).
DOI: 10.7910/dvn/kj8ih2
title: Replication Data for "Is Deliberation an Antidote to Extreme Partisan Polarization? Reflections on America in One Room"

description: This paper is positioned at the intersection of two literatures: partisan polarization and deliberative democracy. It analyzes results from a national field experiment in which more than 500 registered voters were brought together from around the country to deliberate in depth over a long weekend on five major issues facing the country. A prepost control group was also asked the same questions. The deliberators showed large, de-polarizing changes in their policy attitudes and large decreases in affective polarization. The paper develops the rationale for hypotheses explaining these decreases and contrasts them with a literature which would have expected the opposite. The paper briefly concludes with a discussion of how elements of this “antidote” can be scaled.
DOI: 10.7910/dvn/x8imfo
title: Congolese nkisi

description: Minkisi (plural) are sacred vessels from Central Africa, traditionally Kongo ethnic regions of the Repubic of Congo, Democratic Republic of Congo, and Angola. They are used for many diverse purposes. This nkisi may be a decorative tourist art form or an actual healing vessel made for a client in need.
description: Agisoft Metashape Pro, 1.7
description: Sacred Arts of the Black Atlantic
DOI: 10.7910/dvn/ddaea0
title: Does Uncertainty Affect Non-response to the European Central Bank’s Survey of Professional Forecasters?

description: This paper explores how changes in macroeconomic uncertainty have affected the decision to reply to the European Central Bank’s Survey of Professional Forecasters (ECB’s SPF). The results suggest that higher (lower) aggregate uncertainty increases (reduces) non-response to the survey. This effect is statistically and economically significant. Therefore, the assumption that individual ECB’s SPF data are missing at random may not be appropriate. Moreover, the forecasters that perceive more individual uncertainty seem to have a lower likelihood of replying to the survey. Consequently, measures of uncertainty computed from individual ECB’s SPF data could be biased downwards.