Depression (.xlsx) ================== :download:`Download original .xlsx file from GitHub ` .. contents:: parameter_values ---------------- ==== ======================================================== ========================== ============ ======================================================================================================================================================================================================================================================================================================================================= ============ ============ ============ ============ .. parameter\_name value Unnamed: 2 Justification Unnamed: 4 Unnamed: 5 Unnamed: 6 Unnamed: 7 ==== ======================================================== ========================== ============ ======================================================================================================================================================================================================================================================================================================================================= ============ ============ ============ ============ 0 init\_pr\_depr\_m\_age1519\_no\_cc\_wealth123 0.06 None 1 init\_rp\_depr\_f\_not\_rec\_preg 1.5 None 2 init\_rp\_depr\_f\_rec\_preg 3 None 3 init\_rp\_depr\_age2059 1 None 4 init\_rp\_depr\_agege60 3 None 5 init\_rp\_depr\_cc 1 None 6 init\_rp\_depr\_wealth45 1 None 7 init\_rp\_ever\_depr\_per\_year\_older\_m 0.004 None 8 init\_rp\_ever\_depr\_per\_year\_older\_f 0.006 None 9 init\_pr\_antidepr\_curr\_depr 0.11 None 10 init\_rp\_antidepr\_ever\_depr\_not\_curr 0.5 None 11 init\_pr\_ever\_diagnosed\_depression 0.2 None 12 init\_pr\_ever\_talking\_therapy\_if\_diagnosed 1 We assume that talking therapy happens as part of diagnosis 13 init\_pr\_ever\_self\_harmed\_if\_ever\_depr 0.004 consistent with rate of incident self harm 14 base\_3m\_prob\_depr 0.0021 Rate is derived indirectly based on prevalence of depression that model produces as an output (Abas et al, 1997; Marwick et al, 2010; Udedi et al, 2014; This is much higher than incidence in Todd et al 1999 (approx 0.16 in 2 months) but that is inconsistent with prevalence unless extremely short duration. ) 15 rr\_depr\_wealth45 3 Abas et al, 1997; Todd et al 1999; Chibanda et al, 2012; 16 rr\_depr\_cc 1.25 HIV: Cohen et al Rwanda 2009; Brandt 2009; hypertension: no association in SA Grimsrud et al 2009. Likely the association is with chronic symptoms rather than diagnosis of a chronic condition. 17 rr\_depr\_pregnancy 3 could not identify any estimates for African countries; although clear that pregnancy prevalence is relatively high in pregnancy and post-partum (it is clear the relative rate is > 1). Suggest use value of 3 until we have more data. 18 rr\_depr\_female 1.5 Kohler et al 2017 19 rr\_depr\_prev\_epis 50 No data identified from Malawi or other close countries, but likely to be a large person-specific effect. Consider data on proportion of people with depression ever. 20 rr\_depr\_on\_antidepr 30 21 rr\_depr\_age1519 1 Kim et al 2015; 22 rr\_depr\_agege60 3 Kohler et al 2017; 23 depr\_resolution\_rates [0.2, 0.3, 0.5, 0.7, 0.95] Abas et al, 1997; Dow et al 2014; 24 rr\_resol\_depr\_cc 0.5 25 rr\_resol\_depr\_on\_antidepr 1.5 Hengartner 2017; Cipriani et al 2018; Furukawa et al 2016;Faria et 2017; Kirsch 2014; 26 rr\_resol\_depr\_current\_talk\_ther 1.1 27 prob\_3m\_stop\_antidepr 0.7 None 28 prob\_3m\_default\_antidepr 0.2 None 29 prob\_3m\_suicide\_depr\_m 0.0005 Chasimpha et al 2015 to be infered based on overall suicide rate and prevalence of depression (assume depression a pre-requisite for suicide) Suicide rate in adults in Karonga study 26.1 per 100,000 person years in adult men (age ge 15) and 8.0 per 100,000 person years in adult women. Chasimpha et al BMC Public Health 2015 30 rr\_suicide\_depr\_f 0.333 Chasimpha et al 2015 31 prob\_3m\_selfharm\_depr 0.0005 None 32 sensitivity\_of\_assessment\_of\_depression 0.75 None 33 pr\_assessed\_for\_depression\_in\_generic\_appt\_level1 0.01 No available reference found, but co-calibrated with pr\_assessed\_for\_depression\_for\_perinatal\_female for a better Model/Data ratio on mental health service usage. 34 anti\_depressant\_medication\_item\_code 267 First line treatment (Amitriptyline 25mg\_100\_CMST) 35 pr\_assessed\_for\_depression\_for\_perinatal\_female 0.01 No available reference found, but co-calibrated with pr\_assessed\_for\_depression\_in\_generic\_appt\_level1 for a better Model/Data ratio on mental health service usage. ==== ======================================================== ========================== ============ ======================================================================================================================================================================================================================================================================================================================================= ============ ============ ============ ============