Private Sector Needs Assessment primary dataset (doi:10.7910/DVN/ODBJ0G)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Entire Codebook

Document Description

Citation

Title:

Private Sector Needs Assessment primary dataset

Identification Number:

doi:10.7910/DVN/ODBJ0G

Distributor:

Harvard Dataverse

Date of Distribution:

2019-04-29

Version:

2

Bibliographic Citation:

Kakwasha, Keagan; Cole, Steven Michael, 2019, "Private Sector Needs Assessment primary dataset", https://doi.org/10.7910/DVN/ODBJ0G, Harvard Dataverse, V2, UNF:6:RK+0wN0Oi0UHhIMXwhOVoA== [fileUNF]

Study Description

Citation

Title:

Private Sector Needs Assessment primary dataset

Identification Number:

doi:10.7910/DVN/ODBJ0G

Identification Number:

12807

Authoring Entity:

Kakwasha, Keagan (WorldFish)

Cole, Steven Michael (WorldFish)

Other identifications and acknowledgements:

Norwegian Agency for Development Cooperation - NORAD

Producer:

WorldFish

Date of Production:

2018-12-31

Distributor:

Harvard Dataverse

Access Authority:

Kakwasha, Keagan

Date of Deposit:

2019-04-01

Holdings Information:

https://doi.org/10.7910/DVN/ODBJ0G

Study Scope

Keywords:

Social Sciences, Private sector, Gender equality, Quality education, Human resource needs, Gender & youth

Abstract:

The dataset was collected from a sub-sample of private firms providing aquaculture services and products in Lusaka and Southern Provinces of Zambia, where the bulk of medium-to-larger scale private firms are located. The private firms identified for this assessment refer to key commercial players along the aquaculture value chain that are active and have the potential to invest in developing the aquaculture sector in Zambia, and specifically to be an important source of employment for students training in Fisheries Science at TEVET and higher-learning institutions. In addition, these firms, as their core strategy and mission, engage in profit seeking activities such as seed and feed supply, provision of equipment and other technologies relevant to the lower end of the market, and fish buying, processing, marketing, and sales (Di Bella et al., 2013). A semi-structured questionnaire was designed to capture the human resource training needs of 10 private firms sampled to take part in the assessment.

Time Period:

2018-11-01-2018-11-30

Country:

Zambia

Geographic Coverage:

Lusaka

Geographic Unit(s):

Southern Province, Lusaka Province

Unit of Analysis:

One aquaculture manager or human resource managers were interviewed for each company (private sector) that took part in the study

Universe:

a sub-sample of private firms providing aquaculture services and products in Lusaka and Southern Provinces of Zambia

Methodology and Processing

Time Method:

The assessment was conducted for a period of one month, and participants were informed about the study prior to visiting their companies

Data Collector:

Keagan Kakwasha ( WF )

Sources Statement

Origins of Sources:

Private Sector companies along the aquaculture value chain

Data Access

Notes:

<a href="http://creativecommons.org/licenses/by/4.0">CC BY 4.0</a>

Other Study Description Materials

File Description--f7429992

File: 93040e1a50d91e059c723acb781a63f2.tab

  • Number of cases: 10

  • No. of variables per record: 29

  • Type of File: text/tab-separated-values

Notes:

UNF:6:RK+0wN0Oi0UHhIMXwhOVoA==

Variable Description

List of Variables:

Variables

date

f7429992 Location:

Variable Format: character

Notes: UNF:6:B7DqZSkplRJHziv49lDzjA==

district

f7429992 Location:

Variable Format: character

Notes: UNF:6:E9cr+t5eOARylYhux1Hw7A==

Province

f7429992 Location:

Variable Format: character

Notes: UNF:6:Jx6jm9SDK5ywH06oAo+L0Q==

enterprise

f7429992 Location:

Variable Format: character

Notes: UNF:6:EDFA1wBQlCimOQa7QwAvow==

departments

f7429992 Location:

Variable Format: character

Notes: UNF:6:MeoFTVqsyKjXIc07mdQ0PQ==

position

f7429992 Location:

Variable Format: character

Notes: UNF:6:Am4cjsej51QTlxP03Yq1lg==

institution

f7429992 Location:

Variable Format: character

Notes: UNF:6:S4t8HnuCjEw6OutiFZqN2Q==

staffs

f7429992 Location:

Summary Statistics: Mean 204.8; Valid 10.0; Max. 665.0; StDev 238.03631842407765; Min. 5.0

Variable Format: numeric

Notes: UNF:6:0xvtQN0AUuReOos8/NIWNg==

aquaculture unit

f7429992 Location:

Summary Statistics: Min. 5.0; Max. 665.0; StDev 215.38907947144293; Mean 147.7; Valid 10.0

Variable Format: numeric

Notes: UNF:6:NyhAbVHjkv43+riIOj3CWA==

profession

f7429992 Location:

Variable Format: character

Notes: UNF:6:k30TFTo+qVDJgyBSHuGdrA==

number_professionals

f7429992 Location:

Summary Statistics: Mean 2.3; Min. 0.0; StDev 3.4009802508492553; Max. 11.0; Valid 10.0

Variable Format: numeric

Notes: UNF:6:Pxn+sJKCqbHu4FZWNH9yCQ==

females

f7429992 Location:

Summary Statistics: Valid 10.0; StDev 1.4142135623730951; Mean 1.0; Max. 4.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:U8jqnjjZzGPXGbuOzVhcBA==

femaleyouths

f7429992 Location:

Summary Statistics: Max. 7.0; Mean 1.3; Min. 0.0; StDev 2.359378449224852; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:t0mhlyM1BrHcqBIbiTrU8g==

totalyouths

f7429992 Location:

Summary Statistics: Mean 165.9; Max. 545.0; Min. 2.0; Valid 10.0; StDev 194.98572597329616;

Variable Format: numeric

Notes: UNF:6:htOWXLbHFYx4FwNVXbteWQ==

gender_reason

f7429992 Location:

Variable Format: character

Notes: UNF:6:HGHxpOw4YzG7bLUXBlvm9w==

solution

f7429992 Location:

Variable Format: character

Notes: UNF:6:wqWlxenU+VCY+zF2MjiGxQ==

competency

f7429992 Location:

Variable Format: character

Notes: UNF:6:2HZDbRETohdYQAW1aIKnog==

content

f7429992 Location:

Variable Format: character

Notes: UNF:6:0dZavDdLLoezOnXl6VwB3g==

interns

f7429992 Location:

Variable Format: character

Notes: UNF:6:VRGZxevV/j6NIjtlIJk12A==

number_interns

f7429992 Location:

Summary Statistics: StDev 15.369883972669841; Max. 50.0; Valid 10.0; Mean 9.7; Min. 0.0

Variable Format: numeric

Notes: UNF:6:NQVr+zjgnQYnl235Nolprw==

female_interns

f7429992 Location:

Summary Statistics: Max. 20.0; StDev 6.059886320899281; Mean 3.5; Valid 10.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:8yyBZPG06P+po4N2Fq6qjA==

requirements

f7429992 Location:

Variable Format: character

Notes: UNF:6:7M+wwy/77MpYLQVRL9SsnA==

reason_no_interns

f7429992 Location:

Variable Format: character

Notes: UNF:6:tJz0/J6OkzcAXi6mnFKAvQ==

onlinetraining

f7429992 Location:

Variable Format: character

Notes: UNF:6:mFwE8MZdM6q842BEjTI+zA==

remarks

f7429992 Location:

Variable Format: character

Notes: UNF:6:UU9v4zfKiiyUVOVkV5fo6w==

location:Latitude

f7429992 Location:

Variable Format: character

Notes: UNF:6:CvqCcXhTs8Z5tBBSbuI3oQ==

location:Longitude

f7429992 Location:

Variable Format: character

Notes: UNF:6:vr+q/v6jbmmMd4grF5KdrQ==

location:Altitude

f7429992 Location:

Variable Format: character

Notes: UNF:6:C93121EzWXJvIaM0v7TjWg==

location:Accuracy

f7429992 Location:

Variable Format: character

Notes: UNF:6:iuFVk4tsag3JD8Qxp06njw==